Skip to content

Instantly share code, notes, and snippets.

@jay-johnson

jay-johnson/red10-iris-sample-analysis.json

Created May 21, 2017 16:18
Show Gist options
  • Save jay-johnson/4ae9661af00d7325a0cdd19cd5d828c4 to your computer and use it in GitHub Desktop.
Save jay-johnson/4ae9661af00d7325a0cdd19cd5d828c4 to your computer and use it in GitHub Desktop.
Download ZIP
Red10 - IRIS Sample Analysis JSON
Raw
red10-iris-sample-analysis.json
{
"analyses": [
{
"algo": {},
"analysis_json": {
"analysis": {
"AccuracyResults": {
"PetalLength": {
"AUROC": null,
"Accuracy": 0.9821328137134929,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
4.513338565826416,
1.782143235206604,
6.363950729370117,
3.937795639038086,
4.90062952041626,
1.4866636991500854,
4.613515853881836,
5.629631519317627,
3.513843536376953,
4.433239459991455,
5.102906703948975,
1.3077678680419922,
1.4998258352279663,
1.3686482906341553,
1.4072120189666748,
3.2429864406585693,
5.311520576477051,
4.575235843658447,
4.797418117523193,
5.507880210876465,
1.51795494556427,
5.535548686981201,
1.4239912033081055,
5.301727771759033,
5.862044811248779,
5.567651748657227,
5.150166034698486,
5.84020471572876,
1.677445888519287,
1.582241177558899,
1.5239360332489014,
1.7004941701889038,
4.441036224365234,
1.432873010635376,
1.5646371841430664,
4.428899765014648,
4.7244462966918945,
1.5068576335906982,
1.7004941701889038,
1.3330111503601074,
5.045735836029053,
4.703066825866699,
4.50877046585083,
1.4532110691070557,
1.502606749534607,
4.206713676452637,
5.376418590545654,
5.675441741943359,
4.786599636077881,
6.149049282073975,
3.9985153675079346,
6.4058709144592285,
3.7939422130584717,
1.421859860420227,
5.1001715660095215,
4.669762134552002,
1.3001842498779297,
1.5712281465530396,
1.5367132425308228,
4.5933003425598145,
5.356966972351074,
1.3385906219482422,
1.6511996984481812,
1.502606749534607,
3.821840763092041,
1.5166749954223633
],
"PredictionsDF": "{\"Prediction\":{\"1\":1.4218598604,\"5\":1.7004941702,\"10\":1.3686482906,\"11\":1.5026067495,\"12\":1.4328730106,\"13\":1.307767868,\"16\":1.7004941702,\"17\":1.4532110691,\"19\":1.7821432352,\"20\":1.407212019,\"23\":1.5239360332,\"24\":1.5026067495,\"25\":1.3385906219,\"26\":1.6511996984,\"27\":1.4239912033,\"28\":1.5068576336,\"29\":1.3001842499,\"30\":1.5179549456,\"31\":1.5822411776,\"32\":1.4866636992,\"33\":1.3330111504,\"37\":1.4998258352,\"40\":1.5166749954,\"41\":1.5712281466,\"43\":1.5646371841,\"45\":1.5367132425,\"46\":1.6774458885,\"52\":4.7244462967,\"56\":4.7974181175,\"57\":3.2429864407,\"61\":4.5933003426,\"65\":4.6135158539,\"66\":4.4410362244,\"67\":3.7939422131,\"68\":4.6697621346,\"69\":3.5138435364,\"70\":4.5752358437,\"74\":4.5133385658,\"76\":4.7865996361,\"77\":4.9006295204,\"79\":3.937795639,\"82\":4.2067136765,\"83\":4.43323946,\"86\":4.7030668259,\"87\":4.5087704659,\"94\":3.8218407631,\"96\":3.9985153675,\"102\":5.8402047157,\"105\":6.4058709145,\"106\":4.428899765,\"109\":6.1490492821,\"110\":5.1029067039,\"111\":5.1501660347,\"118\":6.3639507294,\"121\":5.045735836,\"123\":5.3569669724,\"124\":5.535548687,\"128\":5.3017277718,\"129\":5.8620448112,\"132\":5.5078802109,\"133\":5.3764185905,\"137\":5.3115205765,\"141\":5.6296315193,\"142\":5.100171566,\"143\":5.6754417419,\"145\":5.5676517487},\"TargetTest\":{\"1\":1.4,\"5\":1.7,\"10\":1.5,\"11\":1.6,\"12\":1.4,\"13\":1.1,\"16\":1.3,\"17\":1.4,\"19\":1.5,\"20\":1.7,\"23\":1.7,\"24\":1.9,\"25\":1.6,\"26\":1.6,\"27\":1.5,\"28\":1.4,\"29\":1.6,\"30\":1.6,\"31\":1.5,\"32\":1.5,\"33\":1.4,\"37\":1.5,\"40\":1.3,\"41\":1.3,\"43\":1.6,\"45\":1.4,\"46\":1.6,\"52\":4.9,\"56\":4.7,\"57\":3.3,\"61\":4.2,\"65\":4.4,\"66\":4.5,\"67\":4.1,\"68\":4.5,\"69\":3.9,\"70\":4.8,\"74\":4.3,\"76\":4.8,\"77\":5.0,\"79\":3.5,\"82\":3.9,\"83\":5.1,\"86\":4.7,\"87\":4.4,\"94\":4.2,\"96\":4.2,\"102\":5.9,\"105\":6.6,\"106\":4.5,\"109\":6.1,\"110\":5.1,\"111\":5.3,\"118\":6.9,\"121\":4.9,\"123\":4.9,\"124\":5.7,\"128\":5.6,\"129\":5.8,\"132\":5.6,\"133\":5.1,\"137\":5.5,\"141\":5.1,\"142\":5.1,\"143\":5.9,\"145\":5.2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "PetalLength",
"Tracking": {
"End": "2017-05-21 07:34:46",
"Start": "2017-05-21 07:34:46"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"PetalWidth": {
"AUROC": null,
"Accuracy": 0.9287191402122336,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
1.331061601638794,
0.3451329469680786,
1.7190438508987427,
1.1450347900390625,
1.6005545854568481,
0.22024103999137878,
1.4834024906158447,
2.0856058597564697,
1.3080452680587769,
1.4172303676605225,
2.1977291107177734,
0.20127978920936584,
0.1001986563205719,
0.23792767524719238,
0.22232869267463684,
1.0187671184539795,
2.146031379699707,
1.5393881797790527,
1.527328610420227,
1.8886109590530396,
0.12479919195175171,
2.500943899154663,
0.15591773390769958,
1.8886109590530396,
1.9497257471084595,
2.0687153339385986,
1.8918911218643188,
1.9455764293670654,
0.36269861459732056,
0.18612655997276306,
0.2155040204524994,
0.21240368485450745,
1.4308576583862305,
0.12295252084732056,
0.21800824999809265,
1.6882169246673584,
1.5587934255599976,
0.1817590296268463,
0.26845842599868774,
0.3735508322715759,
2.0835978984832764,
1.4357768297195435,
1.241935133934021,
0.2163047194480896,
0.18605050444602966,
1.2693374156951904,
2.12638521194458,
2.298706531524658,
1.4942705631256104,
1.9433457851409912,
1.2760934829711914,
2.23342227935791,
1.250619888305664,
0.12295252084732056,
1.9009486436843872,
1.0771441459655762,
0.1973837912082672,
0.4080730378627777,
0.12295252084732056,
1.2485456466674805,
1.7118223905563354,
0.17843759059906006,
0.22087189555168152,
0.23784595727920532,
1.258338451385498,
0.20757341384887695
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.1229525208,\"5\":0.268458426,\"10\":0.2379276752,\"11\":0.1860505044,\"12\":0.1229525208,\"13\":0.2012797892,\"16\":0.2124036849,\"17\":0.2163047194,\"19\":0.345132947,\"20\":0.2223286927,\"23\":0.2155040205,\"24\":0.2378459573,\"25\":0.1784375906,\"26\":0.2208718956,\"27\":0.1559177339,\"28\":0.1817590296,\"29\":0.1973837912,\"30\":0.124799192,\"31\":0.18612656,\"32\":0.22024104,\"33\":0.3735508323,\"37\":0.1001986563,\"40\":0.2075734138,\"41\":0.4080730379,\"43\":0.21800825,\"45\":0.1229525208,\"46\":0.3626986146,\"52\":1.5587934256,\"56\":1.5273286104,\"57\":1.0187671185,\"61\":1.2485456467,\"65\":1.4834024906,\"66\":1.4308576584,\"67\":1.2506198883,\"68\":1.077144146,\"69\":1.3080452681,\"70\":1.5393881798,\"74\":1.3310616016,\"76\":1.4942705631,\"77\":1.6005545855,\"79\":1.14503479,\"82\":1.2693374157,\"83\":1.4172303677,\"86\":1.4357768297,\"87\":1.2419351339,\"94\":1.2583384514,\"96\":1.276093483,\"102\":1.9455764294,\"105\":2.2334222794,\"106\":1.6882169247,\"109\":1.9433457851,\"110\":2.1977291107,\"111\":1.8918911219,\"118\":1.7190438509,\"121\":2.0835978985,\"123\":1.7118223906,\"124\":2.5009438992,\"128\":1.8886109591,\"129\":1.9497257471,\"132\":1.8886109591,\"133\":2.1263852119,\"137\":2.1460313797,\"141\":2.0856058598,\"142\":1.9009486437,\"143\":2.2987065315,\"145\":2.0687153339},\"TargetTest\":{\"1\":0.2,\"5\":0.4,\"10\":0.2,\"11\":0.2,\"12\":0.1,\"13\":0.1,\"16\":0.4,\"17\":0.3,\"19\":0.3,\"20\":0.2,\"23\":0.5,\"24\":0.2,\"25\":0.2,\"26\":0.4,\"27\":0.2,\"28\":0.2,\"29\":0.2,\"30\":0.2,\"31\":0.4,\"32\":0.1,\"33\":0.2,\"37\":0.1,\"40\":0.3,\"41\":0.3,\"43\":0.6,\"45\":0.3,\"46\":0.2,\"52\":1.5,\"56\":1.6,\"57\":1.0,\"61\":1.5,\"65\":1.4,\"66\":1.5,\"67\":1.0,\"68\":1.5,\"69\":1.1,\"70\":1.8,\"74\":1.3,\"76\":1.4,\"77\":1.7,\"79\":1.0,\"82\":1.2,\"83\":1.6,\"86\":1.5,\"87\":1.3,\"94\":1.3,\"96\":1.3,\"102\":2.1,\"105\":2.1,\"106\":1.7,\"109\":2.5,\"110\":2.0,\"111\":1.9,\"118\":2.3,\"121\":2.0,\"123\":1.8,\"124\":2.1,\"128\":2.1,\"129\":1.6,\"132\":2.2,\"133\":1.5,\"137\":1.8,\"141\":2.3,\"142\":1.9,\"143\":2.3,\"145\":2.3}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "PetalWidth",
"Tracking": {
"End": "2017-05-21 07:34:46",
"Start": "2017-05-21 07:34:46"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"ResultTargetValue": {
"AUROC": null,
"Accuracy": 0.9204738716747024,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
1.020110845565796,
2.7924776077270508e-05,
2.032430648803711,
0.9968194961547852,
2.006838321685791,
2.7924776077270508e-05,
1.0007034540176392,
1.9996620416641235,
0.9982306361198425,
1.712724208831787,
1.9999902248382568,
6.058812141418457e-05,
1.9937753677368164e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0004684925079346,
2.001127243041992,
1.9713845252990723,
0.8487268686294556,
2.0008511543273926,
1.9937753677368164e-05,
2.000138521194458,
2.7924776077270508e-05,
2.0008511543273926,
1.6431281566619873,
1.9996635913848877,
2.003803253173828,
2.000009059906006,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0000652074813843,
6.058812141418457e-05,
2.7924776077270508e-05,
1.3586821556091309,
1.3082101345062256,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.9108483791351318,
1.0026798248291016,
0.8376919031143188,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996570944786072,
1.5043120384216309,
2.0000619888305664,
1.3694076538085938,
1.9996269941329956,
1.0005770921707153,
2.000009059906006,
0.990859866142273,
6.058812141418457e-05,
2.000018358230591,
1.125566005706787,
3.2335519790649414e-05,
0.003069281578063965,
6.058812141418457e-05,
0.9929028153419495,
1.840597152709961,
6.058812141418457e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996845722198486,
2.7924776077270508e-05
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.0000605881,\"5\":0.0000279248,\"10\":0.0000279248,\"11\":0.0000279248,\"12\":0.0000605881,\"13\":0.0000605881,\"16\":0.0000279248,\"17\":0.0000279248,\"19\":0.0000279248,\"20\":0.0000279248,\"23\":0.0000279248,\"24\":0.0000279248,\"25\":0.0000605881,\"26\":0.0000279248,\"27\":0.0000279248,\"28\":0.0000279248,\"29\":0.0000323355,\"30\":0.0000199378,\"31\":0.0000279248,\"32\":0.0000279248,\"33\":0.0000279248,\"37\":0.0000199378,\"40\":0.0000279248,\"41\":0.0030692816,\"43\":0.0000279248,\"45\":0.0000605881,\"46\":0.0000279248,\"52\":1.3082101345,\"56\":0.8487268686,\"57\":1.0004684925,\"61\":0.9929028153,\"65\":1.000703454,\"66\":1.0000652075,\"67\":0.9908598661,\"68\":1.1255660057,\"69\":0.9982306361,\"70\":1.9713845253,\"74\":1.0201108456,\"76\":1.3694076538,\"77\":2.0068383217,\"79\":0.9968194962,\"82\":0.9996570945,\"83\":1.7127242088,\"86\":1.0026798248,\"87\":0.8376919031,\"94\":0.9996845722,\"96\":1.0005770922,\"102\":2.0000090599,\"105\":2.0000090599,\"106\":1.3586821556,\"109\":1.9996269941,\"110\":1.9999902248,\"111\":2.0038032532,\"118\":2.0324306488,\"121\":1.9108483791,\"123\":1.8405971527,\"124\":2.0001385212,\"128\":2.0008511543,\"129\":1.6431281567,\"132\":2.0008511543,\"133\":1.5043120384,\"137\":2.001127243,\"141\":1.9996620417,\"142\":2.0000183582,\"143\":2.0000619888,\"145\":1.9996635914},\"TargetTest\":{\"1\":0,\"5\":0,\"10\":0,\"11\":0,\"12\":0,\"13\":0,\"16\":0,\"17\":0,\"19\":0,\"20\":0,\"23\":0,\"24\":0,\"25\":0,\"26\":0,\"27\":0,\"28\":0,\"29\":0,\"30\":0,\"31\":0,\"32\":0,\"33\":0,\"37\":0,\"40\":0,\"41\":0,\"43\":0,\"45\":0,\"46\":0,\"52\":1,\"56\":1,\"57\":1,\"61\":1,\"65\":1,\"66\":1,\"67\":1,\"68\":1,\"69\":1,\"70\":1,\"74\":1,\"76\":1,\"77\":1,\"79\":1,\"82\":1,\"83\":1,\"86\":1,\"87\":1,\"94\":1,\"96\":1,\"102\":2,\"105\":2,\"106\":2,\"109\":2,\"110\":2,\"111\":2,\"118\":2,\"121\":2,\"123\":2,\"124\":2,\"128\":2,\"129\":2,\"132\":2,\"133\":2,\"137\":2,\"141\":2,\"142\":2,\"143\":2,\"145\":2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "ResultTargetValue",
"Tracking": {
"End": "2017-05-21 07:34:46",
"Start": "2017-05-21 07:34:46"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalLength": {
"AUROC": null,
"Accuracy": 0.783988472083307,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
6.200571537017822,
5.619818687438965,
7.2367658615112305,
5.094768047332764,
6.13859224319458,
5.744506359100342,
7.033538341522217,
6.200796604156494,
5.400625228881836,
5.872986316680908,
6.407092571258545,
4.89918851852417,
4.900123119354248,
5.298024654388428,
5.138183116912842,
5.106776237487793,
6.886636734008789,
6.7444353103637695,
6.698654651641846,
6.407559871673584,
4.736237525939941,
7.020784378051758,
5.311562538146973,
6.573887348175049,
6.508574485778809,
6.374032974243164,
6.1770100593566895,
6.839397430419922,
5.732827663421631,
4.802982807159424,
5.045675754547119,
5.570387840270996,
5.402231216430664,
4.578137397766113,
5.210591793060303,
5.790133476257324,
6.724391937255859,
4.896572589874268,
5.637218952178955,
5.6436381340026855,
6.2444891929626465,
6.6397318840026855,
5.591597557067871,
4.998384475708008,
5.143885612487793,
5.297544956207275,
6.067437171936035,
6.6709794998168945,
6.193012714385986,
7.130997657775879,
5.879887104034424,
7.722800254821777,
5.561192989349365,
4.369848251342773,
5.800178050994873,
5.614164352416992,
4.926728248596191,
4.480545997619629,
4.317115306854248,
5.8218488693237305,
6.048418998718262,
4.703829765319824,
4.903234481811523,
4.994619846343994,
5.3495659828186035,
5.250288963317871
],
"PredictionsDF": "{\"Prediction\":{\"1\":4.3698482513,\"5\":5.6372189522,\"10\":5.2980246544,\"11\":5.1438856125,\"12\":4.5781373978,\"13\":4.8991885185,\"16\":5.5703878403,\"17\":4.9983844757,\"19\":5.6198186874,\"20\":5.1381831169,\"23\":5.0456757545,\"24\":4.9946198463,\"25\":4.7038297653,\"26\":4.9032344818,\"27\":5.3115625381,\"28\":4.8965725899,\"29\":4.9267282486,\"30\":4.7362375259,\"31\":4.8029828072,\"32\":5.7445063591,\"33\":5.643638134,\"37\":4.9001231194,\"40\":5.2502889633,\"41\":4.4805459976,\"43\":5.2105917931,\"45\":4.3171153069,\"46\":5.7328276634,\"52\":6.7243919373,\"56\":6.6986546516,\"57\":5.1067762375,\"61\":5.8218488693,\"65\":7.0335383415,\"66\":5.4022312164,\"67\":5.5611929893,\"68\":5.6141643524,\"69\":5.4006252289,\"70\":6.7444353104,\"74\":6.200571537,\"76\":6.1930127144,\"77\":6.1385922432,\"79\":5.0947680473,\"82\":5.2975449562,\"83\":5.8729863167,\"86\":6.639731884,\"87\":5.5915975571,\"94\":5.3495659828,\"96\":5.879887104,\"102\":6.8393974304,\"105\":7.7228002548,\"106\":5.7901334763,\"109\":7.1309976578,\"110\":6.4070925713,\"111\":6.1770100594,\"118\":7.2367658615,\"121\":6.244489193,\"123\":6.0484189987,\"124\":7.0207843781,\"128\":6.5738873482,\"129\":6.5085744858,\"132\":6.4075598717,\"133\":6.0674371719,\"137\":6.886636734,\"141\":6.2007966042,\"142\":5.800178051,\"143\":6.6709794998,\"145\":6.3740329742},\"TargetTest\":{\"1\":4.9,\"5\":5.4,\"10\":5.4,\"11\":4.8,\"12\":4.8,\"13\":4.3,\"16\":5.4,\"17\":5.1,\"19\":5.1,\"20\":5.4,\"23\":5.1,\"24\":4.8,\"25\":5.0,\"26\":5.0,\"27\":5.2,\"28\":5.2,\"29\":4.7,\"30\":4.8,\"31\":5.4,\"32\":5.2,\"33\":5.5,\"37\":4.9,\"40\":5.0,\"41\":4.5,\"43\":5.0,\"45\":4.8,\"46\":5.1,\"52\":6.9,\"56\":6.3,\"57\":4.9,\"61\":5.9,\"65\":6.7,\"66\":5.6,\"67\":5.8,\"68\":6.2,\"69\":5.6,\"70\":5.9,\"74\":6.4,\"76\":6.8,\"77\":6.7,\"79\":5.7,\"82\":5.8,\"83\":6.0,\"86\":6.7,\"87\":6.3,\"94\":5.6,\"96\":5.7,\"102\":7.1,\"105\":7.6,\"106\":4.9,\"109\":7.2,\"110\":6.5,\"111\":6.4,\"118\":7.7,\"121\":5.6,\"123\":6.3,\"124\":6.7,\"128\":6.4,\"129\":7.2,\"132\":6.4,\"133\":6.3,\"137\":6.4,\"141\":6.9,\"142\":5.8,\"143\":6.8,\"145\":6.7}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "SepalLength",
"Tracking": {
"End": "2017-05-21 07:34:45",
"Start": "2017-05-21 07:34:45"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalWidth": {
"AUROC": null,
"Accuracy": 0.3683795706046131,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
3.0217373371124268,
3.5310680866241455,
3.532478094100952,
2.3885278701782227,
2.6158268451690674,
3.540309190750122,
2.9313299655914307,
3.020646810531616,
2.6730501651763916,
2.7646617889404297,
2.9260871410369873,
2.9844839572906494,
3.099823236465454,
3.647080183029175,
3.5792973041534424,
2.2428150177001953,
3.042656660079956,
2.9864847660064697,
2.913860559463501,
3.1976332664489746,
3.1559698581695557,
2.850365400314331,
3.620166301727295,
3.041274309158325,
3.035611867904663,
2.981340169906616,
2.8970978260040283,
3.3455488681793213,
3.375870943069458,
3.961207628250122,
3.7383036613464355,
3.810157537460327,
3.0595662593841553,
3.1944806575775146,
3.5604629516601562,
2.890062093734741,
2.6730997562408447,
3.6697311401367188,
3.8909623622894287,
3.584914207458496,
2.740776300430298,
2.7289490699768066,
2.9277522563934326,
3.629493474960327,
3.1559698581695557,
2.677201747894287,
2.573312997817993,
2.9935171604156494,
2.8029303550720215,
3.2181310653686523,
2.912670850753784,
3.237062931060791,
2.4725003242492676,
3.2874200344085693,
2.699653387069702,
3.042508125305176,
3.050663471221924,
3.418984889984131,
3.4373366832733154,
2.9805843830108643,
2.7240257263183594,
3.379375457763672,
3.5753846168518066,
3.220134973526001,
3.091811418533325,
3.4434728622436523
],
"PredictionsDF": "{\"Prediction\":{\"1\":3.2874200344,\"5\":3.8909623623,\"10\":3.647080183,\"11\":3.1559698582,\"12\":3.1944806576,\"13\":2.9844839573,\"16\":3.8101575375,\"17\":3.629493475,\"19\":3.5310680866,\"20\":3.5792973042,\"23\":3.7383036613,\"24\":3.2201349735,\"25\":3.3793754578,\"26\":3.5753846169,\"27\":3.6201663017,\"28\":3.6697311401,\"29\":3.0506634712,\"30\":3.1559698582,\"31\":3.9612076283,\"32\":3.5403091908,\"33\":3.5849142075,\"37\":3.0998232365,\"40\":3.4434728622,\"41\":3.41898489,\"43\":3.5604629517,\"45\":3.4373366833,\"46\":3.3758709431,\"52\":2.6730997562,\"56\":2.9138605595,\"57\":2.2428150177,\"61\":2.980584383,\"65\":2.9313299656,\"66\":3.0595662594,\"67\":2.4725003242,\"68\":3.0425081253,\"69\":2.6730501652,\"70\":2.986484766,\"74\":3.0217373371,\"76\":2.8029303551,\"77\":2.6158268452,\"79\":2.3885278702,\"82\":2.6772017479,\"83\":2.7646617889,\"86\":2.72894907,\"87\":2.9277522564,\"94\":3.0918114185,\"96\":2.9126708508,\"102\":3.3455488682,\"105\":3.2370629311,\"106\":2.8900620937,\"109\":3.2181310654,\"110\":2.926087141,\"111\":2.897097826,\"118\":3.5324780941,\"121\":2.7407763004,\"123\":2.7240257263,\"124\":2.8503654003,\"128\":3.0412743092,\"129\":3.0356118679,\"132\":3.1976332664,\"133\":2.5733129978,\"137\":3.0426566601,\"141\":3.0206468105,\"142\":2.6996533871,\"143\":2.9935171604,\"145\":2.9813401699},\"TargetTest\":{\"1\":3.0,\"5\":3.9,\"10\":3.7,\"11\":3.4,\"12\":3.0,\"13\":3.0,\"16\":3.9,\"17\":3.5,\"19\":3.8,\"20\":3.4,\"23\":3.3,\"24\":3.4,\"25\":3.0,\"26\":3.4,\"27\":3.5,\"28\":3.4,\"29\":3.2,\"30\":3.1,\"31\":3.4,\"32\":4.1,\"33\":4.2,\"37\":3.1,\"40\":3.5,\"41\":2.3,\"43\":3.5,\"45\":3.0,\"46\":3.8,\"52\":3.1,\"56\":3.3,\"57\":2.4,\"61\":3.0,\"65\":3.1,\"66\":3.0,\"67\":2.7,\"68\":2.2,\"69\":2.5,\"70\":3.2,\"74\":2.9,\"76\":2.8,\"77\":3.0,\"79\":2.6,\"82\":2.7,\"83\":2.7,\"86\":3.1,\"87\":2.3,\"94\":2.7,\"96\":2.9,\"102\":3.0,\"105\":3.0,\"106\":2.5,\"109\":3.6,\"110\":3.2,\"111\":2.7,\"118\":2.6,\"121\":2.8,\"123\":2.7,\"124\":3.3,\"128\":2.8,\"129\":3.0,\"132\":2.8,\"133\":2.8,\"137\":3.1,\"141\":3.1,\"142\":2.7,\"143\":3.2,\"145\":3.0}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "SepalWidth",
"Tracking": {
"End": "2017-05-21 07:34:45",
"Start": "2017-05-21 07:34:45"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
}
},
"ConfMatrices": [],
"CreationDate": "2017-05-21-07-34-46",
"DSName": "IRIS_REGRESSOR-2-4",
"FeatureColumnNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IgnoreFeatures": [
"ResultLabel"
],
"LabelColumnName": "ResultLabel",
"Meta": {},
"PredictionType": "predict",
"PredictionsDF": "{\"Date\":{\"0\":1495352086000,\"1\":1495352086000,\"2\":1495352086000,\"3\":1495352086000,\"4\":1495352086000},\"PredictionAPI\":{\"0\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"1\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"2\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"3\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"4\":{\"OutputMargin\":false,\"NumTreeLimit\":0}},\"PredictionValue\":{\"0\":5.1381831169,\"1\":3.5792973042,\"2\":1.407212019,\"3\":0.2223286927,\"4\":0.0000279248},\"ProbaPredAPI\":{\"0\":null,\"1\":null,\"2\":null,\"3\":null,\"4\":null},\"TargetColumnName\":{\"0\":\"SepalLength\",\"1\":\"SepalWidth\",\"2\":\"PetalLength\",\"3\":\"PetalWidth\",\"4\":\"ResultTargetValue\"}}",
"SourceDF": "{\"SepalLength\":{\"0\":5.1,\"1\":4.9,\"2\":4.7,\"3\":4.6,\"4\":5.0,\"5\":5.4,\"6\":4.6,\"7\":5.0,\"8\":4.4,\"9\":4.9,\"10\":5.4,\"11\":4.8,\"12\":4.8,\"13\":4.3,\"14\":5.8,\"15\":5.7,\"16\":5.4,\"17\":5.1,\"18\":5.7,\"19\":5.1,\"20\":5.4,\"21\":5.1,\"22\":4.6,\"23\":5.1,\"24\":4.8,\"25\":5.0,\"26\":5.0,\"27\":5.2,\"28\":5.2,\"29\":4.7,\"30\":4.8,\"31\":5.4,\"32\":5.2,\"33\":5.5,\"34\":4.9,\"35\":5.0,\"36\":5.5,\"37\":4.9,\"38\":4.4,\"39\":5.1,\"40\":5.0,\"41\":4.5,\"42\":4.4,\"43\":5.0,\"44\":5.1,\"45\":4.8,\"46\":5.1,\"47\":4.6,\"48\":5.3,\"49\":5.0,\"50\":7.0,\"51\":6.4,\"52\":6.9,\"53\":5.5,\"54\":6.5,\"55\":5.7,\"56\":6.3,\"57\":4.9,\"58\":6.6,\"59\":5.2,\"60\":5.0,\"61\":5.9,\"62\":6.0,\"63\":6.1,\"64\":5.6,\"65\":6.7,\"66\":5.6,\"67\":5.8,\"68\":6.2,\"69\":5.6,\"70\":5.9,\"71\":6.1,\"72\":6.3,\"73\":6.1,\"74\":6.4,\"75\":6.6,\"76\":6.8,\"77\":6.7,\"78\":6.0,\"79\":5.7,\"80\":5.5,\"81\":5.5,\"82\":5.8,\"83\":6.0,\"84\":5.4,\"85\":6.0,\"86\":6.7,\"87\":6.3,\"88\":5.6,\"89\":5.5,\"90\":5.5,\"91\":6.1,\"92\":5.8,\"93\":5.0,\"94\":5.6,\"95\":5.7,\"96\":5.7,\"97\":6.2,\"98\":5.1,\"99\":5.7,\"100\":6.3,\"101\":5.8,\"102\":7.1,\"103\":6.3,\"104\":6.5,\"105\":7.6,\"106\":4.9,\"107\":7.3,\"108\":6.7,\"109\":7.2,\"110\":6.5,\"111\":6.4,\"112\":6.8,\"113\":5.7,\"114\":5.8,\"115\":6.4,\"116\":6.5,\"117\":7.7,\"118\":7.7,\"119\":6.0,\"120\":6.9,\"121\":5.6,\"122\":7.7,\"123\":6.3,\"124\":6.7,\"125\":7.2,\"126\":6.2,\"127\":6.1,\"128\":6.4,\"129\":7.2,\"130\":7.4,\"131\":7.9,\"132\":6.4,\"133\":6.3,\"134\":6.1,\"135\":7.7,\"136\":6.3,\"137\":6.4,\"138\":6.0,\"139\":6.9,\"140\":6.7,\"141\":6.9,\"142\":5.8,\"143\":6.8,\"144\":6.7,\"145\":6.7,\"146\":6.3,\"147\":6.5,\"148\":6.2,\"149\":5.9},\"SepalWidth\":{\"0\":3.5,\"1\":3.0,\"2\":3.2,\"3\":3.1,\"4\":3.6,\"5\":3.9,\"6\":3.4,\"7\":3.4,\"8\":2.9,\"9\":3.1,\"10\":3.7,\"11\":3.4,\"12\":3.0,\"13\":3.0,\"14\":4.0,\"15\":4.4,\"16\":3.9,\"17\":3.5,\"18\":3.8,\"19\":3.8,\"20\":3.4,\"21\":3.7,\"22\":3.6,\"23\":3.3,\"24\":3.4,\"25\":3.0,\"26\":3.4,\"27\":3.5,\"28\":3.4,\"29\":3.2,\"30\":3.1,\"31\":3.4,\"32\":4.1,\"33\":4.2,\"34\":3.1,\"35\":3.2,\"36\":3.5,\"37\":3.1,\"38\":3.0,\"39\":3.4,\"40\":3.5,\"41\":2.3,\"42\":3.2,\"43\":3.5,\"44\":3.8,\"45\":3.0,\"46\":3.8,\"47\":3.2,\"48\":3.7,\"49\":3.3,\"50\":3.2,\"51\":3.2,\"52\":3.1,\"53\":2.3,\"54\":2.8,\"55\":2.8,\"56\":3.3,\"57\":2.4,\"58\":2.9,\"59\":2.7,\"60\":2.0,\"61\":3.0,\"62\":2.2,\"63\":2.9,\"64\":2.9,\"65\":3.1,\"66\":3.0,\"67\":2.7,\"68\":2.2,\"69\":2.5,\"70\":3.2,\"71\":2.8,\"72\":2.5,\"73\":2.8,\"74\":2.9,\"75\":3.0,\"76\":2.8,\"77\":3.0,\"78\":2.9,\"79\":2.6,\"80\":2.4,\"81\":2.4,\"82\":2.7,\"83\":2.7,\"84\":3.0,\"85\":3.4,\"86\":3.1,\"87\":2.3,\"88\":3.0,\"89\":2.5,\"90\":2.6,\"91\":3.0,\"92\":2.6,\"93\":2.3,\"94\":2.7,\"95\":3.0,\"96\":2.9,\"97\":2.9,\"98\":2.5,\"99\":2.8,\"100\":3.3,\"101\":2.7,\"102\":3.0,\"103\":2.9,\"104\":3.0,\"105\":3.0,\"106\":2.5,\"107\":2.9,\"108\":2.5,\"109\":3.6,\"110\":3.2,\"111\":2.7,\"112\":3.0,\"113\":2.5,\"114\":2.8,\"115\":3.2,\"116\":3.0,\"117\":3.8,\"118\":2.6,\"119\":2.2,\"120\":3.2,\"121\":2.8,\"122\":2.8,\"123\":2.7,\"124\":3.3,\"125\":3.2,\"126\":2.8,\"127\":3.0,\"128\":2.8,\"129\":3.0,\"130\":2.8,\"131\":3.8,\"132\":2.8,\"133\":2.8,\"134\":2.6,\"135\":3.0,\"136\":3.4,\"137\":3.1,\"138\":3.0,\"139\":3.1,\"140\":3.1,\"141\":3.1,\"142\":2.7,\"143\":3.2,\"144\":3.3,\"145\":3.0,\"146\":2.5,\"147\":3.0,\"148\":3.4,\"149\":3.0},\"PetalLength\":{\"0\":1.4,\"1\":1.4,\"2\":1.3,\"3\":1.5,\"4\":1.4,\"5\":1.7,\"6\":1.4,\"7\":1.5,\"8\":1.4,\"9\":1.5,\"10\":1.5,\"11\":1.6,\"12\":1.4,\"13\":1.1,\"14\":1.2,\"15\":1.5,\"16\":1.3,\"17\":1.4,\"18\":1.7,\"19\":1.5,\"20\":1.7,\"21\":1.5,\"22\":1.0,\"23\":1.7,\"24\":1.9,\"25\":1.6,\"26\":1.6,\"27\":1.5,\"28\":1.4,\"29\":1.6,\"30\":1.6,\"31\":1.5,\"32\":1.5,\"33\":1.4,\"34\":1.5,\"35\":1.2,\"36\":1.3,\"37\":1.5,\"38\":1.3,\"39\":1.5,\"40\":1.3,\"41\":1.3,\"42\":1.3,\"43\":1.6,\"44\":1.9,\"45\":1.4,\"46\":1.6,\"47\":1.4,\"48\":1.5,\"49\":1.4,\"50\":4.7,\"51\":4.5,\"52\":4.9,\"53\":4.0,\"54\":4.6,\"55\":4.5,\"56\":4.7,\"57\":3.3,\"58\":4.6,\"59\":3.9,\"60\":3.5,\"61\":4.2,\"62\":4.0,\"63\":4.7,\"64\":3.6,\"65\":4.4,\"66\":4.5,\"67\":4.1,\"68\":4.5,\"69\":3.9,\"70\":4.8,\"71\":4.0,\"72\":4.9,\"73\":4.7,\"74\":4.3,\"75\":4.4,\"76\":4.8,\"77\":5.0,\"78\":4.5,\"79\":3.5,\"80\":3.8,\"81\":3.7,\"82\":3.9,\"83\":5.1,\"84\":4.5,\"85\":4.5,\"86\":4.7,\"87\":4.4,\"88\":4.1,\"89\":4.0,\"90\":4.4,\"91\":4.6,\"92\":4.0,\"93\":3.3,\"94\":4.2,\"95\":4.2,\"96\":4.2,\"97\":4.3,\"98\":3.0,\"99\":4.1,\"100\":6.0,\"101\":5.1,\"102\":5.9,\"103\":5.6,\"104\":5.8,\"105\":6.6,\"106\":4.5,\"107\":6.3,\"108\":5.8,\"109\":6.1,\"110\":5.1,\"111\":5.3,\"112\":5.5,\"113\":5.0,\"114\":5.1,\"115\":5.3,\"116\":5.5,\"117\":6.7,\"118\":6.9,\"119\":5.0,\"120\":5.7,\"121\":4.9,\"122\":6.7,\"123\":4.9,\"124\":5.7,\"125\":6.0,\"126\":4.8,\"127\":4.9,\"128\":5.6,\"129\":5.8,\"130\":6.1,\"131\":6.4,\"132\":5.6,\"133\":5.1,\"134\":5.6,\"135\":6.1,\"136\":5.6,\"137\":5.5,\"138\":4.8,\"139\":5.4,\"140\":5.6,\"141\":5.1,\"142\":5.1,\"143\":5.9,\"144\":5.7,\"145\":5.2,\"146\":5.0,\"147\":5.2,\"148\":5.4,\"149\":5.1},\"PetalWidth\":{\"0\":0.2,\"1\":0.2,\"2\":0.2,\"3\":0.2,\"4\":0.2,\"5\":0.4,\"6\":0.3,\"7\":0.2,\"8\":0.2,\"9\":0.1,\"10\":0.2,\"11\":0.2,\"12\":0.1,\"13\":0.1,\"14\":0.2,\"15\":0.4,\"16\":0.4,\"17\":0.3,\"18\":0.3,\"19\":0.3,\"20\":0.2,\"21\":0.4,\"22\":0.2,\"23\":0.5,\"24\":0.2,\"25\":0.2,\"26\":0.4,\"27\":0.2,\"28\":0.2,\"29\":0.2,\"30\":0.2,\"31\":0.4,\"32\":0.1,\"33\":0.2,\"34\":0.1,\"35\":0.2,\"36\":0.2,\"37\":0.1,\"38\":0.2,\"39\":0.2,\"40\":0.3,\"41\":0.3,\"42\":0.2,\"43\":0.6,\"44\":0.4,\"45\":0.3,\"46\":0.2,\"47\":0.2,\"48\":0.2,\"49\":0.2,\"50\":1.4,\"51\":1.5,\"52\":1.5,\"53\":1.3,\"54\":1.5,\"55\":1.3,\"56\":1.6,\"57\":1.0,\"58\":1.3,\"59\":1.4,\"60\":1.0,\"61\":1.5,\"62\":1.0,\"63\":1.4,\"64\":1.3,\"65\":1.4,\"66\":1.5,\"67\":1.0,\"68\":1.5,\"69\":1.1,\"70\":1.8,\"71\":1.3,\"72\":1.5,\"73\":1.2,\"74\":1.3,\"75\":1.4,\"76\":1.4,\"77\":1.7,\"78\":1.5,\"79\":1.0,\"80\":1.1,\"81\":1.0,\"82\":1.2,\"83\":1.6,\"84\":1.5,\"85\":1.6,\"86\":1.5,\"87\":1.3,\"88\":1.3,\"89\":1.3,\"90\":1.2,\"91\":1.4,\"92\":1.2,\"93\":1.0,\"94\":1.3,\"95\":1.2,\"96\":1.3,\"97\":1.3,\"98\":1.1,\"99\":1.3,\"100\":2.5,\"101\":1.9,\"102\":2.1,\"103\":1.8,\"104\":2.2,\"105\":2.1,\"106\":1.7,\"107\":1.8,\"108\":1.8,\"109\":2.5,\"110\":2.0,\"111\":1.9,\"112\":2.1,\"113\":2.0,\"114\":2.4,\"115\":2.3,\"116\":1.8,\"117\":2.2,\"118\":2.3,\"119\":1.5,\"120\":2.3,\"121\":2.0,\"122\":2.0,\"123\":1.8,\"124\":2.1,\"125\":1.8,\"126\":1.8,\"127\":1.8,\"128\":2.1,\"129\":1.6,\"130\":1.9,\"131\":2.0,\"132\":2.2,\"133\":1.5,\"134\":1.4,\"135\":2.3,\"136\":2.4,\"137\":1.8,\"138\":1.8,\"139\":2.1,\"140\":2.4,\"141\":2.3,\"142\":1.9,\"143\":2.3,\"144\":2.5,\"145\":2.3,\"146\":1.9,\"147\":2.0,\"148\":2.3,\"149\":1.8},\"ResultLabel\":{\"0\":\"Iris-setosa\",\"1\":\"Iris-setosa\",\"2\":\"Iris-setosa\",\"3\":\"Iris-setosa\",\"4\":\"Iris-setosa\",\"5\":\"Iris-setosa\",\"6\":\"Iris-setosa\",\"7\":\"Iris-setosa\",\"8\":\"Iris-setosa\",\"9\":\"Iris-setosa\",\"10\":\"Iris-setosa\",\"11\":\"Iris-setosa\",\"12\":\"Iris-setosa\",\"13\":\"Iris-setosa\",\"14\":\"Iris-setosa\",\"15\":\"Iris-setosa\",\"16\":\"Iris-setosa\",\"17\":\"Iris-setosa\",\"18\":\"Iris-setosa\",\"19\":\"Iris-setosa\",\"20\":\"Iris-setosa\",\"21\":\"Iris-setosa\",\"22\":\"Iris-setosa\",\"23\":\"Iris-setosa\",\"24\":\"Iris-setosa\",\"25\":\"Iris-setosa\",\"26\":\"Iris-setosa\",\"27\":\"Iris-setosa\",\"28\":\"Iris-setosa\",\"29\":\"Iris-setosa\",\"30\":\"Iris-setosa\",\"31\":\"Iris-setosa\",\"32\":\"Iris-setosa\",\"33\":\"Iris-setosa\",\"34\":\"Iris-setosa\",\"35\":\"Iris-setosa\",\"36\":\"Iris-setosa\",\"37\":\"Iris-setosa\",\"38\":\"Iris-setosa\",\"39\":\"Iris-setosa\",\"40\":\"Iris-setosa\",\"41\":\"Iris-setosa\",\"42\":\"Iris-setosa\",\"43\":\"Iris-setosa\",\"44\":\"Iris-setosa\",\"45\":\"Iris-setosa\",\"46\":\"Iris-setosa\",\"47\":\"Iris-setosa\",\"48\":\"Iris-setosa\",\"49\":\"Iris-setosa\",\"50\":\"Iris-versicolor\",\"51\":\"Iris-versicolor\",\"52\":\"Iris-versicolor\",\"53\":\"Iris-versicolor\",\"54\":\"Iris-versicolor\",\"55\":\"Iris-versicolor\",\"56\":\"Iris-versicolor\",\"57\":\"Iris-versicolor\",\"58\":\"Iris-versicolor\",\"59\":\"Iris-versicolor\",\"60\":\"Iris-versicolor\",\"61\":\"Iris-versicolor\",\"62\":\"Iris-versicolor\",\"63\":\"Iris-versicolor\",\"64\":\"Iris-versicolor\",\"65\":\"Iris-versicolor\",\"66\":\"Iris-versicolor\",\"67\":\"Iris-versicolor\",\"68\":\"Iris-versicolor\",\"69\":\"Iris-versicolor\",\"70\":\"Iris-versicolor\",\"71\":\"Iris-versicolor\",\"72\":\"Iris-versicolor\",\"73\":\"Iris-versicolor\",\"74\":\"Iris-versicolor\",\"75\":\"Iris-versicolor\",\"76\":\"Iris-versicolor\",\"77\":\"Iris-versicolor\",\"78\":\"Iris-versicolor\",\"79\":\"Iris-versicolor\",\"80\":\"Iris-versicolor\",\"81\":\"Iris-versicolor\",\"82\":\"Iris-versicolor\",\"83\":\"Iris-versicolor\",\"84\":\"Iris-versicolor\",\"85\":\"Iris-versicolor\",\"86\":\"Iris-versicolor\",\"87\":\"Iris-versicolor\",\"88\":\"Iris-versicolor\",\"89\":\"Iris-versicolor\",\"90\":\"Iris-versicolor\",\"91\":\"Iris-versicolor\",\"92\":\"Iris-versicolor\",\"93\":\"Iris-versicolor\",\"94\":\"Iris-versicolor\",\"95\":\"Iris-versicolor\",\"96\":\"Iris-versicolor\",\"97\":\"Iris-versicolor\",\"98\":\"Iris-versicolor\",\"99\":\"Iris-versicolor\",\"100\":\"Iris-virginica\",\"101\":\"Iris-virginica\",\"102\":\"Iris-virginica\",\"103\":\"Iris-virginica\",\"104\":\"Iris-virginica\",\"105\":\"Iris-virginica\",\"106\":\"Iris-virginica\",\"107\":\"Iris-virginica\",\"108\":\"Iris-virginica\",\"109\":\"Iris-virginica\",\"110\":\"Iris-virginica\",\"111\":\"Iris-virginica\",\"112\":\"Iris-virginica\",\"113\":\"Iris-virginica\",\"114\":\"Iris-virginica\",\"115\":\"Iris-virginica\",\"116\":\"Iris-virginica\",\"117\":\"Iris-virginica\",\"118\":\"Iris-virginica\",\"119\":\"Iris-virginica\",\"120\":\"Iris-virginica\",\"121\":\"Iris-virginica\",\"122\":\"Iris-virginica\",\"123\":\"Iris-virginica\",\"124\":\"Iris-virginica\",\"125\":\"Iris-virginica\",\"126\":\"Iris-virginica\",\"127\":\"Iris-virginica\",\"128\":\"Iris-virginica\",\"129\":\"Iris-virginica\",\"130\":\"Iris-virginica\",\"131\":\"Iris-virginica\",\"132\":\"Iris-virginica\",\"133\":\"Iris-virginica\",\"134\":\"Iris-virginica\",\"135\":\"Iris-virginica\",\"136\":\"Iris-virginica\",\"137\":\"Iris-virginica\",\"138\":\"Iris-virginica\",\"139\":\"Iris-virginica\",\"140\":\"Iris-virginica\",\"141\":\"Iris-virginica\",\"142\":\"Iris-virginica\",\"143\":\"Iris-virginica\",\"144\":\"Iris-virginica\",\"145\":\"Iris-virginica\",\"146\":\"Iris-virginica\",\"147\":\"Iris-virginica\",\"148\":\"Iris-virginica\",\"149\":\"Iris-virginica\"},\"ResultTargetValue\":{\"0\":0,\"1\":0,\"2\":0,\"3\":0,\"4\":0,\"5\":0,\"6\":0,\"7\":0,\"8\":0,\"9\":0,\"10\":0,\"11\":0,\"12\":0,\"13\":0,\"14\":0,\"15\":0,\"16\":0,\"17\":0,\"18\":0,\"19\":0,\"20\":0,\"21\":0,\"22\":0,\"23\":0,\"24\":0,\"25\":0,\"26\":0,\"27\":0,\"28\":0,\"29\":0,\"30\":0,\"31\":0,\"32\":0,\"33\":0,\"34\":0,\"35\":0,\"36\":0,\"37\":0,\"38\":0,\"39\":0,\"40\":0,\"41\":0,\"42\":0,\"43\":0,\"44\":0,\"45\":0,\"46\":0,\"47\":0,\"48\":0,\"49\":0,\"50\":1,\"51\":1,\"52\":1,\"53\":1,\"54\":1,\"55\":1,\"56\":1,\"57\":1,\"58\":1,\"59\":1,\"60\":1,\"61\":1,\"62\":1,\"63\":1,\"64\":1,\"65\":1,\"66\":1,\"67\":1,\"68\":1,\"69\":1,\"70\":1,\"71\":1,\"72\":1,\"73\":1,\"74\":1,\"75\":1,\"76\":1,\"77\":1,\"78\":1,\"79\":1,\"80\":1,\"81\":1,\"82\":1,\"83\":1,\"84\":1,\"85\":1,\"86\":1,\"87\":1,\"88\":1,\"89\":1,\"90\":1,\"91\":1,\"92\":1,\"93\":1,\"94\":1,\"95\":1,\"96\":1,\"97\":1,\"98\":1,\"99\":1,\"100\":2,\"101\":2,\"102\":2,\"103\":2,\"104\":2,\"105\":2,\"106\":2,\"107\":2,\"108\":2,\"109\":2,\"110\":2,\"111\":2,\"112\":2,\"113\":2,\"114\":2,\"115\":2,\"116\":2,\"117\":2,\"118\":2,\"119\":2,\"120\":2,\"121\":2,\"122\":2,\"123\":2,\"124\":2,\"125\":2,\"126\":2,\"127\":2,\"128\":2,\"129\":2,\"130\":2,\"131\":2,\"132\":2,\"133\":2,\"134\":2,\"135\":2,\"136\":2,\"137\":2,\"138\":2,\"139\":2,\"140\":2,\"141\":2,\"142\":2,\"143\":2,\"144\":2,\"145\":2,\"146\":2,\"147\":2,\"148\":2,\"149\":2}}",
"TargetColumnName": "ResultLabel",
"TargetColumnValues": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"Tracking": {
"Data": {
"Cache": {
"RLoc": "MODELS:IRIS_REGRESSOR-2",
"UseCaches": true
},
"Debug": false,
"Desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"FeatureColumnNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IgnoreFeatures": [
"ResultLabel"
],
"InternalJSON": {},
"LabelColumnName": "ResultLabel",
"MLAlgo": {
"Meta": {
"DatasetName": "iris_regressor",
"FilterMask": null,
"SamplesFilterMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"Source": {
"CSVFile": "/opt/work/data/src/iris.csv",
"RedisKey": "",
"S3File": ""
},
"UnitsAhead": 0
},
"Name": "xgb-regressor",
"SampleFileterJSON": {},
"Steps": {
"Train": {
"BaseScore": 0.5,
"ColSampleByLevel": 1.0,
"ColSampleByTree": 0.8,
"Debug": false,
"Gamma": 0.0,
"LearningRate": 0.1,
"MaxDeltaStep": 0,
"MaxDepth": 6,
"MinChildWeight": 1,
"NumEstimators": 1000,
"NumThreads": -1,
"Objective": "reg:linear",
"RegAlpha": 0,
"RegLambda": 1,
"ScaledPositionWeight": 1,
"Seed": 27,
"Silent": false,
"SubSample": 0.8
}
},
"TTRatio": 0.1,
"Version": 1
},
"MLJob": {
"algo_name": "xgb-regressor",
"control_state": "active",
"created": "2017-05-21 07-27-17",
"csv_file": "/opt/work/data/src/iris.csv",
"desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"ds_name": "iris_regressor",
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"id": 4,
"ignore_features": [
"ResultLabel"
],
"manifest_secret_key": "live_2_5be0ef2259ef42b4a31e409460c2ffc8a0348b8beb3450e9ae306936af7c38",
"manifest_sloc": "redten-models-west:IRIS_REGRESSOR-2-4_manifest.json",
"max_features": 10,
"ml_type": "Predict with Filter",
"prediction_type": "predict",
"rloc": "",
"sloc": "",
"status": "completed",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"units_ahead_set": [],
"units_ahead_type": "",
"updated": "2017-05-21 07-27-37",
"version": 1
},
"MLJobResults": {
"id": 5
},
"MLJobTrain": {
"id": 5
},
"MLType": "Predict with Filter",
"MaxFeatures": 10,
"Owner": {
"cust": {},
"sub": {},
"user": {
"approved": null,
"campaign": null,
"city": null,
"country": null,
"email": "[email protected]",
"email_pref": "A",
"first_name": null,
"id": 2,
"image": "https://rt-media.s3.amazonaws.com/media/upimages/20170521/3f205bf5.png",
"is_active": true,
"is_admin": true,
"is_staff": true,
"json_data": null,
"last_name": null,
"phone": null,
"privacy_status": "P",
"profile_id": 1,
"profile_status": "A",
"source": null,
"state": null,
"thumbnail": "https://rt-media.s3.amazonaws.com/media/upthumbs/20170521/215eeaf7.png",
"user_id": 2,
"username": "jay",
"zip_code": null
}
},
"PredictionType": "predict",
"TargetColumnName": "ResultLabel",
"TargetColumnValues": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"Title": "Hello World - 2017-05-21-07-27-17",
"TrackingID": "ML_IRIS_REGRESSOR-2-4_76de8ab338d64bac9329b1972153bdb",
"TrackingName": "IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"UnitsAheadSet": [],
"UnitsAheadType": "",
"Version": 1,
"db_ml_job": {
"algo_name": "xgb-regressor",
"control_state": "active",
"created": "2017-05-21 07-27-17",
"csv_file": "/opt/work/data/src/iris.csv",
"desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"ds_name": "iris_regressor",
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"id": 4,
"ignore_features": [
"ResultLabel"
],
"manifest_secret_key": "live_2_5be0ef2259ef42b4a31e409460c2ffc8a0348b8beb3450e9ae306936af7c38",
"manifest_sloc": "redten-models-west:IRIS_REGRESSOR-2-4_manifest.json",
"max_features": 10,
"ml_type": "Predict with Filter",
"prediction_type": "predict",
"rloc": "",
"sloc": "",
"status": "completed",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"units_ahead_set": [],
"units_ahead_type": "",
"updated": "2017-05-21 07-27-37",
"version": 1
},
"predict_this_data": {
"PetalLength": 1.7,
"PetalWidth": 0.2,
"ResultTargetValue": 0,
"SepalLength": 5.4,
"SepalWidth": 3.4
}
},
"End": "",
"RLoc": "MODELS:_MODELS_IRIS_REGRESSOR-2-4_LATEST",
"Start": "2017-05-21 07:34:46",
"TrackingID": "_MD_IRIS_REGRESSOR-2-4",
"TrackingName": "_MD_IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"TrackingVersion": 1
},
"UnitsAheadSet": [],
"UnitsAheadType": "",
"Version": 1
},
"created": "2017-05-21 07:35:05",
"created_by": "redten.io",
"images": [
{
"id": 49,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_49_a0371b0920354957.png",
"title": "ResultTargetValue Importance Analysis"
},
{
"id": 50,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_50_7014a272d7444309.png",
"title": "Pair Plot - ResultLabel - /opt/work/data/src/pairplot_IRIS_REGRESSOR-2-4"
},
{
"id": 51,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_51_39741b6e80904272.png",
"title": "Scatter - SepalLength vs SepalWidth - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_0"
},
{
"id": 52,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_52_ebc28040be314232.png",
"title": "Scatter - SepalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_1"
},
{
"id": 53,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_53_f97f40eaad5749b5.png",
"title": "Scatter - PetalLength vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_2"
},
{
"id": 54,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_54_f5034f80bc264cb8.png",
"title": "Scatter - PetalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_3"
},
{
"id": 55,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_55_1bf98b15ee9a4298.png",
"title": "Scatter - ResultTargetValue vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_4"
},
{
"id": 56,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_56_e0ce9976fc0d458c.png",
"title": "Joint Plot - SepalLength vs SepalWidth - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_0"
},
{
"id": 57,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_57_62b9b58a6c4049c0.png",
"title": "Joint Plot - SepalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_1"
},
{
"id": 58,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_58_254880447bc5425a.png",
"title": "Joint Plot - PetalLength vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_2"
},
{
"id": 59,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_59_b259f3705fab49d3.png",
"title": "Joint Plot - PetalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_3"
},
{
"id": 60,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_60_4db676eb89ef4203.png",
"title": "Joint Plot - ResultTargetValue vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_4"
}
],
"manifest": {
"created": "2017-05-21 07:35:03",
"created_by": "redten.io",
"job": {
"algo_name": "xgb-regressor",
"control_state": "active",
"created": "2017-05-21 07-27-17",
"csv_file": "/opt/work/data/src/iris.csv",
"desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"ds_name": "iris_regressor",
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"id": 4,
"ignore_features": [
"ResultLabel"
],
"manifest_secret_key": "live_2_10d383e480d64cf4a84c181519e1a8d63ebf730fdf046dda9dcd0e7bdb52ce",
"manifest_sloc": "redten-models-west:IRIS_REGRESSOR-2-4_manifest.json",
"max_features": 10,
"ml_type": "Predict with Filter",
"prediction_type": "predict",
"rloc": "",
"sloc": "",
"status": "uploading",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"units_ahead_set": [],
"units_ahead_type": "",
"updated": "2017-05-21 07-35-03",
"version": 1
},
"job_results": {
"accuracy_json": {
"PetalLength": {
"AUROC": null,
"Accuracy": 0.9821328137134929,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
4.513338565826416,
1.782143235206604,
6.363950729370117,
3.937795639038086,
4.90062952041626,
1.4866636991500854,
4.613515853881836,
5.629631519317627,
3.513843536376953,
4.433239459991455,
5.102906703948975,
1.3077678680419922,
1.4998258352279663,
1.3686482906341553,
1.4072120189666748,
3.2429864406585693,
5.311520576477051,
4.575235843658447,
4.797418117523193,
5.507880210876465,
1.51795494556427,
5.535548686981201,
1.4239912033081055,
5.301727771759033,
5.862044811248779,
5.567651748657227,
5.150166034698486,
5.84020471572876,
1.677445888519287,
1.582241177558899,
1.5239360332489014,
1.7004941701889038,
4.441036224365234,
1.432873010635376,
1.5646371841430664,
4.428899765014648,
4.7244462966918945,
1.5068576335906982,
1.7004941701889038,
1.3330111503601074,
5.045735836029053,
4.703066825866699,
4.50877046585083,
1.4532110691070557,
1.502606749534607,
4.206713676452637,
5.376418590545654,
5.675441741943359,
4.786599636077881,
6.149049282073975,
3.9985153675079346,
6.4058709144592285,
3.7939422130584717,
1.421859860420227,
5.1001715660095215,
4.669762134552002,
1.3001842498779297,
1.5712281465530396,
1.5367132425308228,
4.5933003425598145,
5.356966972351074,
1.3385906219482422,
1.6511996984481812,
1.502606749534607,
3.821840763092041,
1.5166749954223633
],
"PredictionsDF": "{\"Prediction\":{\"1\":1.4218598604,\"5\":1.7004941702,\"10\":1.3686482906,\"11\":1.5026067495,\"12\":1.4328730106,\"13\":1.307767868,\"16\":1.7004941702,\"17\":1.4532110691,\"19\":1.7821432352,\"20\":1.407212019,\"23\":1.5239360332,\"24\":1.5026067495,\"25\":1.3385906219,\"26\":1.6511996984,\"27\":1.4239912033,\"28\":1.5068576336,\"29\":1.3001842499,\"30\":1.5179549456,\"31\":1.5822411776,\"32\":1.4866636992,\"33\":1.3330111504,\"37\":1.4998258352,\"40\":1.5166749954,\"41\":1.5712281466,\"43\":1.5646371841,\"45\":1.5367132425,\"46\":1.6774458885,\"52\":4.7244462967,\"56\":4.7974181175,\"57\":3.2429864407,\"61\":4.5933003426,\"65\":4.6135158539,\"66\":4.4410362244,\"67\":3.7939422131,\"68\":4.6697621346,\"69\":3.5138435364,\"70\":4.5752358437,\"74\":4.5133385658,\"76\":4.7865996361,\"77\":4.9006295204,\"79\":3.937795639,\"82\":4.2067136765,\"83\":4.43323946,\"86\":4.7030668259,\"87\":4.5087704659,\"94\":3.8218407631,\"96\":3.9985153675,\"102\":5.8402047157,\"105\":6.4058709145,\"106\":4.428899765,\"109\":6.1490492821,\"110\":5.1029067039,\"111\":5.1501660347,\"118\":6.3639507294,\"121\":5.045735836,\"123\":5.3569669724,\"124\":5.535548687,\"128\":5.3017277718,\"129\":5.8620448112,\"132\":5.5078802109,\"133\":5.3764185905,\"137\":5.3115205765,\"141\":5.6296315193,\"142\":5.100171566,\"143\":5.6754417419,\"145\":5.5676517487},\"TargetTest\":{\"1\":1.4,\"5\":1.7,\"10\":1.5,\"11\":1.6,\"12\":1.4,\"13\":1.1,\"16\":1.3,\"17\":1.4,\"19\":1.5,\"20\":1.7,\"23\":1.7,\"24\":1.9,\"25\":1.6,\"26\":1.6,\"27\":1.5,\"28\":1.4,\"29\":1.6,\"30\":1.6,\"31\":1.5,\"32\":1.5,\"33\":1.4,\"37\":1.5,\"40\":1.3,\"41\":1.3,\"43\":1.6,\"45\":1.4,\"46\":1.6,\"52\":4.9,\"56\":4.7,\"57\":3.3,\"61\":4.2,\"65\":4.4,\"66\":4.5,\"67\":4.1,\"68\":4.5,\"69\":3.9,\"70\":4.8,\"74\":4.3,\"76\":4.8,\"77\":5.0,\"79\":3.5,\"82\":3.9,\"83\":5.1,\"86\":4.7,\"87\":4.4,\"94\":4.2,\"96\":4.2,\"102\":5.9,\"105\":6.6,\"106\":4.5,\"109\":6.1,\"110\":5.1,\"111\":5.3,\"118\":6.9,\"121\":4.9,\"123\":4.9,\"124\":5.7,\"128\":5.6,\"129\":5.8,\"132\":5.6,\"133\":5.1,\"137\":5.5,\"141\":5.1,\"142\":5.1,\"143\":5.9,\"145\":5.2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "PetalLength",
"Tracking": {
"End": "2017-05-21 07:34:46",
"Start": "2017-05-21 07:34:46"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"PetalWidth": {
"AUROC": null,
"Accuracy": 0.9287191402122336,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
1.331061601638794,
0.3451329469680786,
1.7190438508987427,
1.1450347900390625,
1.6005545854568481,
0.22024103999137878,
1.4834024906158447,
2.0856058597564697,
1.3080452680587769,
1.4172303676605225,
2.1977291107177734,
0.20127978920936584,
0.1001986563205719,
0.23792767524719238,
0.22232869267463684,
1.0187671184539795,
2.146031379699707,
1.5393881797790527,
1.527328610420227,
1.8886109590530396,
0.12479919195175171,
2.500943899154663,
0.15591773390769958,
1.8886109590530396,
1.9497257471084595,
2.0687153339385986,
1.8918911218643188,
1.9455764293670654,
0.36269861459732056,
0.18612655997276306,
0.2155040204524994,
0.21240368485450745,
1.4308576583862305,
0.12295252084732056,
0.21800824999809265,
1.6882169246673584,
1.5587934255599976,
0.1817590296268463,
0.26845842599868774,
0.3735508322715759,
2.0835978984832764,
1.4357768297195435,
1.241935133934021,
0.2163047194480896,
0.18605050444602966,
1.2693374156951904,
2.12638521194458,
2.298706531524658,
1.4942705631256104,
1.9433457851409912,
1.2760934829711914,
2.23342227935791,
1.250619888305664,
0.12295252084732056,
1.9009486436843872,
1.0771441459655762,
0.1973837912082672,
0.4080730378627777,
0.12295252084732056,
1.2485456466674805,
1.7118223905563354,
0.17843759059906006,
0.22087189555168152,
0.23784595727920532,
1.258338451385498,
0.20757341384887695
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.1229525208,\"5\":0.268458426,\"10\":0.2379276752,\"11\":0.1860505044,\"12\":0.1229525208,\"13\":0.2012797892,\"16\":0.2124036849,\"17\":0.2163047194,\"19\":0.345132947,\"20\":0.2223286927,\"23\":0.2155040205,\"24\":0.2378459573,\"25\":0.1784375906,\"26\":0.2208718956,\"27\":0.1559177339,\"28\":0.1817590296,\"29\":0.1973837912,\"30\":0.124799192,\"31\":0.18612656,\"32\":0.22024104,\"33\":0.3735508323,\"37\":0.1001986563,\"40\":0.2075734138,\"41\":0.4080730379,\"43\":0.21800825,\"45\":0.1229525208,\"46\":0.3626986146,\"52\":1.5587934256,\"56\":1.5273286104,\"57\":1.0187671185,\"61\":1.2485456467,\"65\":1.4834024906,\"66\":1.4308576584,\"67\":1.2506198883,\"68\":1.077144146,\"69\":1.3080452681,\"70\":1.5393881798,\"74\":1.3310616016,\"76\":1.4942705631,\"77\":1.6005545855,\"79\":1.14503479,\"82\":1.2693374157,\"83\":1.4172303677,\"86\":1.4357768297,\"87\":1.2419351339,\"94\":1.2583384514,\"96\":1.276093483,\"102\":1.9455764294,\"105\":2.2334222794,\"106\":1.6882169247,\"109\":1.9433457851,\"110\":2.1977291107,\"111\":1.8918911219,\"118\":1.7190438509,\"121\":2.0835978985,\"123\":1.7118223906,\"124\":2.5009438992,\"128\":1.8886109591,\"129\":1.9497257471,\"132\":1.8886109591,\"133\":2.1263852119,\"137\":2.1460313797,\"141\":2.0856058598,\"142\":1.9009486437,\"143\":2.2987065315,\"145\":2.0687153339},\"TargetTest\":{\"1\":0.2,\"5\":0.4,\"10\":0.2,\"11\":0.2,\"12\":0.1,\"13\":0.1,\"16\":0.4,\"17\":0.3,\"19\":0.3,\"20\":0.2,\"23\":0.5,\"24\":0.2,\"25\":0.2,\"26\":0.4,\"27\":0.2,\"28\":0.2,\"29\":0.2,\"30\":0.2,\"31\":0.4,\"32\":0.1,\"33\":0.2,\"37\":0.1,\"40\":0.3,\"41\":0.3,\"43\":0.6,\"45\":0.3,\"46\":0.2,\"52\":1.5,\"56\":1.6,\"57\":1.0,\"61\":1.5,\"65\":1.4,\"66\":1.5,\"67\":1.0,\"68\":1.5,\"69\":1.1,\"70\":1.8,\"74\":1.3,\"76\":1.4,\"77\":1.7,\"79\":1.0,\"82\":1.2,\"83\":1.6,\"86\":1.5,\"87\":1.3,\"94\":1.3,\"96\":1.3,\"102\":2.1,\"105\":2.1,\"106\":1.7,\"109\":2.5,\"110\":2.0,\"111\":1.9,\"118\":2.3,\"121\":2.0,\"123\":1.8,\"124\":2.1,\"128\":2.1,\"129\":1.6,\"132\":2.2,\"133\":1.5,\"137\":1.8,\"141\":2.3,\"142\":1.9,\"143\":2.3,\"145\":2.3}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "PetalWidth",
"Tracking": {
"End": "2017-05-21 07:34:46",
"Start": "2017-05-21 07:34:46"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"ResultTargetValue": {
"AUROC": null,
"Accuracy": 0.9204738716747024,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
1.020110845565796,
2.7924776077270508e-05,
2.032430648803711,
0.9968194961547852,
2.006838321685791,
2.7924776077270508e-05,
1.0007034540176392,
1.9996620416641235,
0.9982306361198425,
1.712724208831787,
1.9999902248382568,
6.058812141418457e-05,
1.9937753677368164e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0004684925079346,
2.001127243041992,
1.9713845252990723,
0.8487268686294556,
2.0008511543273926,
1.9937753677368164e-05,
2.000138521194458,
2.7924776077270508e-05,
2.0008511543273926,
1.6431281566619873,
1.9996635913848877,
2.003803253173828,
2.000009059906006,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0000652074813843,
6.058812141418457e-05,
2.7924776077270508e-05,
1.3586821556091309,
1.3082101345062256,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.9108483791351318,
1.0026798248291016,
0.8376919031143188,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996570944786072,
1.5043120384216309,
2.0000619888305664,
1.3694076538085938,
1.9996269941329956,
1.0005770921707153,
2.000009059906006,
0.990859866142273,
6.058812141418457e-05,
2.000018358230591,
1.125566005706787,
3.2335519790649414e-05,
0.003069281578063965,
6.058812141418457e-05,
0.9929028153419495,
1.840597152709961,
6.058812141418457e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996845722198486,
2.7924776077270508e-05
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.0000605881,\"5\":0.0000279248,\"10\":0.0000279248,\"11\":0.0000279248,\"12\":0.0000605881,\"13\":0.0000605881,\"16\":0.0000279248,\"17\":0.0000279248,\"19\":0.0000279248,\"20\":0.0000279248,\"23\":0.0000279248,\"24\":0.0000279248,\"25\":0.0000605881,\"26\":0.0000279248,\"27\":0.0000279248,\"28\":0.0000279248,\"29\":0.0000323355,\"30\":0.0000199378,\"31\":0.0000279248,\"32\":0.0000279248,\"33\":0.0000279248,\"37\":0.0000199378,\"40\":0.0000279248,\"41\":0.0030692816,\"43\":0.0000279248,\"45\":0.0000605881,\"46\":0.0000279248,\"52\":1.3082101345,\"56\":0.8487268686,\"57\":1.0004684925,\"61\":0.9929028153,\"65\":1.000703454,\"66\":1.0000652075,\"67\":0.9908598661,\"68\":1.1255660057,\"69\":0.9982306361,\"70\":1.9713845253,\"74\":1.0201108456,\"76\":1.3694076538,\"77\":2.0068383217,\"79\":0.9968194962,\"82\":0.9996570945,\"83\":1.7127242088,\"86\":1.0026798248,\"87\":0.8376919031,\"94\":0.9996845722,\"96\":1.0005770922,\"102\":2.0000090599,\"105\":2.0000090599,\"106\":1.3586821556,\"109\":1.9996269941,\"110\":1.9999902248,\"111\":2.0038032532,\"118\":2.0324306488,\"121\":1.9108483791,\"123\":1.8405971527,\"124\":2.0001385212,\"128\":2.0008511543,\"129\":1.6431281567,\"132\":2.0008511543,\"133\":1.5043120384,\"137\":2.001127243,\"141\":1.9996620417,\"142\":2.0000183582,\"143\":2.0000619888,\"145\":1.9996635914},\"TargetTest\":{\"1\":0,\"5\":0,\"10\":0,\"11\":0,\"12\":0,\"13\":0,\"16\":0,\"17\":0,\"19\":0,\"20\":0,\"23\":0,\"24\":0,\"25\":0,\"26\":0,\"27\":0,\"28\":0,\"29\":0,\"30\":0,\"31\":0,\"32\":0,\"33\":0,\"37\":0,\"40\":0,\"41\":0,\"43\":0,\"45\":0,\"46\":0,\"52\":1,\"56\":1,\"57\":1,\"61\":1,\"65\":1,\"66\":1,\"67\":1,\"68\":1,\"69\":1,\"70\":1,\"74\":1,\"76\":1,\"77\":1,\"79\":1,\"82\":1,\"83\":1,\"86\":1,\"87\":1,\"94\":1,\"96\":1,\"102\":2,\"105\":2,\"106\":2,\"109\":2,\"110\":2,\"111\":2,\"118\":2,\"121\":2,\"123\":2,\"124\":2,\"128\":2,\"129\":2,\"132\":2,\"133\":2,\"137\":2,\"141\":2,\"142\":2,\"143\":2,\"145\":2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "ResultTargetValue",
"Tracking": {
"End": "2017-05-21 07:34:46",
"Start": "2017-05-21 07:34:46"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalLength": {
"AUROC": null,
"Accuracy": 0.783988472083307,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
6.200571537017822,
5.619818687438965,
7.2367658615112305,
5.094768047332764,
6.13859224319458,
5.744506359100342,
7.033538341522217,
6.200796604156494,
5.400625228881836,
5.872986316680908,
6.407092571258545,
4.89918851852417,
4.900123119354248,
5.298024654388428,
5.138183116912842,
5.106776237487793,
6.886636734008789,
6.7444353103637695,
6.698654651641846,
6.407559871673584,
4.736237525939941,
7.020784378051758,
5.311562538146973,
6.573887348175049,
6.508574485778809,
6.374032974243164,
6.1770100593566895,
6.839397430419922,
5.732827663421631,
4.802982807159424,
5.045675754547119,
5.570387840270996,
5.402231216430664,
4.578137397766113,
5.210591793060303,
5.790133476257324,
6.724391937255859,
4.896572589874268,
5.637218952178955,
5.6436381340026855,
6.2444891929626465,
6.6397318840026855,
5.591597557067871,
4.998384475708008,
5.143885612487793,
5.297544956207275,
6.067437171936035,
6.6709794998168945,
6.193012714385986,
7.130997657775879,
5.879887104034424,
7.722800254821777,
5.561192989349365,
4.369848251342773,
5.800178050994873,
5.614164352416992,
4.926728248596191,
4.480545997619629,
4.317115306854248,
5.8218488693237305,
6.048418998718262,
4.703829765319824,
4.903234481811523,
4.994619846343994,
5.3495659828186035,
5.250288963317871
],
"PredictionsDF": "{\"Prediction\":{\"1\":4.3698482513,\"5\":5.6372189522,\"10\":5.2980246544,\"11\":5.1438856125,\"12\":4.5781373978,\"13\":4.8991885185,\"16\":5.5703878403,\"17\":4.9983844757,\"19\":5.6198186874,\"20\":5.1381831169,\"23\":5.0456757545,\"24\":4.9946198463,\"25\":4.7038297653,\"26\":4.9032344818,\"27\":5.3115625381,\"28\":4.8965725899,\"29\":4.9267282486,\"30\":4.7362375259,\"31\":4.8029828072,\"32\":5.7445063591,\"33\":5.643638134,\"37\":4.9001231194,\"40\":5.2502889633,\"41\":4.4805459976,\"43\":5.2105917931,\"45\":4.3171153069,\"46\":5.7328276634,\"52\":6.7243919373,\"56\":6.6986546516,\"57\":5.1067762375,\"61\":5.8218488693,\"65\":7.0335383415,\"66\":5.4022312164,\"67\":5.5611929893,\"68\":5.6141643524,\"69\":5.4006252289,\"70\":6.7444353104,\"74\":6.200571537,\"76\":6.1930127144,\"77\":6.1385922432,\"79\":5.0947680473,\"82\":5.2975449562,\"83\":5.8729863167,\"86\":6.639731884,\"87\":5.5915975571,\"94\":5.3495659828,\"96\":5.879887104,\"102\":6.8393974304,\"105\":7.7228002548,\"106\":5.7901334763,\"109\":7.1309976578,\"110\":6.4070925713,\"111\":6.1770100594,\"118\":7.2367658615,\"121\":6.244489193,\"123\":6.0484189987,\"124\":7.0207843781,\"128\":6.5738873482,\"129\":6.5085744858,\"132\":6.4075598717,\"133\":6.0674371719,\"137\":6.886636734,\"141\":6.2007966042,\"142\":5.800178051,\"143\":6.6709794998,\"145\":6.3740329742},\"TargetTest\":{\"1\":4.9,\"5\":5.4,\"10\":5.4,\"11\":4.8,\"12\":4.8,\"13\":4.3,\"16\":5.4,\"17\":5.1,\"19\":5.1,\"20\":5.4,\"23\":5.1,\"24\":4.8,\"25\":5.0,\"26\":5.0,\"27\":5.2,\"28\":5.2,\"29\":4.7,\"30\":4.8,\"31\":5.4,\"32\":5.2,\"33\":5.5,\"37\":4.9,\"40\":5.0,\"41\":4.5,\"43\":5.0,\"45\":4.8,\"46\":5.1,\"52\":6.9,\"56\":6.3,\"57\":4.9,\"61\":5.9,\"65\":6.7,\"66\":5.6,\"67\":5.8,\"68\":6.2,\"69\":5.6,\"70\":5.9,\"74\":6.4,\"76\":6.8,\"77\":6.7,\"79\":5.7,\"82\":5.8,\"83\":6.0,\"86\":6.7,\"87\":6.3,\"94\":5.6,\"96\":5.7,\"102\":7.1,\"105\":7.6,\"106\":4.9,\"109\":7.2,\"110\":6.5,\"111\":6.4,\"118\":7.7,\"121\":5.6,\"123\":6.3,\"124\":6.7,\"128\":6.4,\"129\":7.2,\"132\":6.4,\"133\":6.3,\"137\":6.4,\"141\":6.9,\"142\":5.8,\"143\":6.8,\"145\":6.7}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "SepalLength",
"Tracking": {
"End": "2017-05-21 07:34:45",
"Start": "2017-05-21 07:34:45"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalWidth": {
"AUROC": null,
"Accuracy": 0.3683795706046131,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
3.0217373371124268,
3.5310680866241455,
3.532478094100952,
2.3885278701782227,
2.6158268451690674,
3.540309190750122,
2.9313299655914307,
3.020646810531616,
2.6730501651763916,
2.7646617889404297,
2.9260871410369873,
2.9844839572906494,
3.099823236465454,
3.647080183029175,
3.5792973041534424,
2.2428150177001953,
3.042656660079956,
2.9864847660064697,
2.913860559463501,
3.1976332664489746,
3.1559698581695557,
2.850365400314331,
3.620166301727295,
3.041274309158325,
3.035611867904663,
2.981340169906616,
2.8970978260040283,
3.3455488681793213,
3.375870943069458,
3.961207628250122,
3.7383036613464355,
3.810157537460327,
3.0595662593841553,
3.1944806575775146,
3.5604629516601562,
2.890062093734741,
2.6730997562408447,
3.6697311401367188,
3.8909623622894287,
3.584914207458496,
2.740776300430298,
2.7289490699768066,
2.9277522563934326,
3.629493474960327,
3.1559698581695557,
2.677201747894287,
2.573312997817993,
2.9935171604156494,
2.8029303550720215,
3.2181310653686523,
2.912670850753784,
3.237062931060791,
2.4725003242492676,
3.2874200344085693,
2.699653387069702,
3.042508125305176,
3.050663471221924,
3.418984889984131,
3.4373366832733154,
2.9805843830108643,
2.7240257263183594,
3.379375457763672,
3.5753846168518066,
3.220134973526001,
3.091811418533325,
3.4434728622436523
],
"PredictionsDF": "{\"Prediction\":{\"1\":3.2874200344,\"5\":3.8909623623,\"10\":3.647080183,\"11\":3.1559698582,\"12\":3.1944806576,\"13\":2.9844839573,\"16\":3.8101575375,\"17\":3.629493475,\"19\":3.5310680866,\"20\":3.5792973042,\"23\":3.7383036613,\"24\":3.2201349735,\"25\":3.3793754578,\"26\":3.5753846169,\"27\":3.6201663017,\"28\":3.6697311401,\"29\":3.0506634712,\"30\":3.1559698582,\"31\":3.9612076283,\"32\":3.5403091908,\"33\":3.5849142075,\"37\":3.0998232365,\"40\":3.4434728622,\"41\":3.41898489,\"43\":3.5604629517,\"45\":3.4373366833,\"46\":3.3758709431,\"52\":2.6730997562,\"56\":2.9138605595,\"57\":2.2428150177,\"61\":2.980584383,\"65\":2.9313299656,\"66\":3.0595662594,\"67\":2.4725003242,\"68\":3.0425081253,\"69\":2.6730501652,\"70\":2.986484766,\"74\":3.0217373371,\"76\":2.8029303551,\"77\":2.6158268452,\"79\":2.3885278702,\"82\":2.6772017479,\"83\":2.7646617889,\"86\":2.72894907,\"87\":2.9277522564,\"94\":3.0918114185,\"96\":2.9126708508,\"102\":3.3455488682,\"105\":3.2370629311,\"106\":2.8900620937,\"109\":3.2181310654,\"110\":2.926087141,\"111\":2.897097826,\"118\":3.5324780941,\"121\":2.7407763004,\"123\":2.7240257263,\"124\":2.8503654003,\"128\":3.0412743092,\"129\":3.0356118679,\"132\":3.1976332664,\"133\":2.5733129978,\"137\":3.0426566601,\"141\":3.0206468105,\"142\":2.6996533871,\"143\":2.9935171604,\"145\":2.9813401699},\"TargetTest\":{\"1\":3.0,\"5\":3.9,\"10\":3.7,\"11\":3.4,\"12\":3.0,\"13\":3.0,\"16\":3.9,\"17\":3.5,\"19\":3.8,\"20\":3.4,\"23\":3.3,\"24\":3.4,\"25\":3.0,\"26\":3.4,\"27\":3.5,\"28\":3.4,\"29\":3.2,\"30\":3.1,\"31\":3.4,\"32\":4.1,\"33\":4.2,\"37\":3.1,\"40\":3.5,\"41\":2.3,\"43\":3.5,\"45\":3.0,\"46\":3.8,\"52\":3.1,\"56\":3.3,\"57\":2.4,\"61\":3.0,\"65\":3.1,\"66\":3.0,\"67\":2.7,\"68\":2.2,\"69\":2.5,\"70\":3.2,\"74\":2.9,\"76\":2.8,\"77\":3.0,\"79\":2.6,\"82\":2.7,\"83\":2.7,\"86\":3.1,\"87\":2.3,\"94\":2.7,\"96\":2.9,\"102\":3.0,\"105\":3.0,\"106\":2.5,\"109\":3.6,\"110\":3.2,\"111\":2.7,\"118\":2.6,\"121\":2.8,\"123\":2.7,\"124\":3.3,\"128\":2.8,\"129\":3.0,\"132\":2.8,\"133\":2.8,\"137\":3.1,\"141\":3.1,\"142\":2.7,\"143\":3.2,\"145\":3.0}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "SepalWidth",
"Tracking": {
"End": "2017-05-21 07:34:45",
"Start": "2017-05-21 07:34:45"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
}
},
"author_name": "",
"cmatrix_json": {},
"description": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"feat_imp_json": {},
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"forecast_json": {},
"id": 5,
"ignore_features": [
"ResultLabel"
],
"joint_json": {},
"labels": "",
"meta_data": {},
"models_json": {
"AlgoModels": [
{
"dbid": 21,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_0"
},
{
"dbid": 22,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_1"
},
{
"dbid": 23,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_2"
},
{
"dbid": 24,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_3"
},
{
"dbid": 25,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_4"
}
]
},
"pair_json": {},
"prediction_type": "predict",
"predictions_json": "{\"Date\":{\"0\":1495352086000,\"1\":1495352086000,\"2\":1495352086000,\"3\":1495352086000,\"4\":1495352086000},\"PredictionAPI\":{\"0\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"1\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"2\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"3\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"4\":{\"OutputMargin\":false,\"NumTreeLimit\":0}},\"PredictionValue\":{\"0\":5.1381831169,\"1\":3.5792973042,\"2\":1.407212019,\"3\":0.2223286927,\"4\":0.0000279248},\"ProbaPredAPI\":{\"0\":null,\"1\":null,\"2\":null,\"3\":null,\"4\":null},\"TargetColumnName\":{\"0\":\"SepalLength\",\"1\":\"SepalWidth\",\"2\":\"PetalLength\",\"3\":\"PetalWidth\",\"4\":\"ResultTargetValue\"}}",
"scatter_json": {},
"status": "initial",
"tags": "",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"tracking_json": {
"Data": {
"Cache": {
"RLoc": "MODELS:IRIS_REGRESSOR-2",
"UseCaches": true
},
"Debug": false,
"Desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"FeatureColumnNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IgnoreFeatures": [
"ResultLabel"
],
"InternalJSON": {},
"LabelColumnName": "ResultLabel",
"MLAlgo": {
"Meta": {
"DatasetName": "iris_regressor",
"FilterMask": null,
"SamplesFilterMask": null,
"Source": {
"CSVFile": "/opt/work/data/src/iris.csv",
"RedisKey": "",
"S3File": ""
},
"UnitsAhead": 0
},
"Name": "xgb-regressor",
"SampleFileterJSON": {},
"Steps": {
"Train": {
"BaseScore": 0.5,
"ColSampleByLevel": 1.0,
"ColSampleByTree": 0.8,
"Debug": false,
"Gamma": 0.0,
"LearningRate": 0.1,
"MaxDeltaStep": 0,
"MaxDepth": 6,
"MinChildWeight": 1,
"NumEstimators": 1000,
"NumThreads": -1,
"Objective": "reg:linear",
"RegAlpha": 0,
"RegLambda": 1,
"ScaledPositionWeight": 1,
"Seed": 27,
"Silent": false,
"SubSample": 0.8
}
},
"TTRatio": 0.1,
"Version": 1
},
"MLJob": {
"algo_name": "xgb-regressor",
"control_state": "active",
"created": "2017-05-21 07-27-17",
"csv_file": "/opt/work/data/src/iris.csv",
"desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"ds_name": "iris_regressor",
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"id": 4,
"ignore_features": [
"ResultLabel"
],
"manifest_secret_key": "live_2_5be0ef2259ef42b4a31e409460c2ffc8a0348b8beb3450e9ae306936af7c38",
"manifest_sloc": "redten-models-west:IRIS_REGRESSOR-2-4_manifest.json",
"max_features": 10,
"ml_type": "Predict with Filter",
"prediction_type": "predict",
"rloc": "",
"sloc": "",
"status": "completed",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"units_ahead_set": [],
"units_ahead_type": "",
"updated": "2017-05-21 07-27-37",
"version": 1
},
"MLJobResults": {},
"MLJobTrain": {
"id": 5
},
"MLType": "Predict with Filter",
"MaxFeatures": 10,
"Owner": {
"cust": {},
"sub": {},
"user": {
"approved": null,
"campaign": null,
"city": null,
"country": null,
"email": "[email protected]",
"email_pref": "A",
"first_name": null,
"id": 2,
"image": "https://rt-media.s3.amazonaws.com/media/upimages/20170521/3f205bf5.png",
"is_active": true,
"is_admin": true,
"is_staff": true,
"json_data": null,
"last_name": null,
"phone": null,
"privacy_status": "P",
"profile_id": 1,
"profile_status": "A",
"source": null,
"state": null,
"thumbnail": "https://rt-media.s3.amazonaws.com/media/upthumbs/20170521/215eeaf7.png",
"user_id": 2,
"username": "jay",
"zip_code": null
}
},
"PredictionType": "predict",
"TargetColumnName": "ResultLabel",
"TargetColumnValues": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"Title": "Hello World - 2017-05-21-07-27-17",
"TrackingID": "ML_IRIS_REGRESSOR-2-4_76de8ab338d64bac9329b1972153bdb",
"TrackingName": "IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"UnitsAheadSet": [],
"UnitsAheadType": "",
"Version": 1,
"db_ml_job": {
"algo_name": "xgb-regressor",
"control_state": "active",
"created": "2017-05-21 07-27-17",
"csv_file": "/opt/work/data/src/iris.csv",
"desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"ds_name": "iris_regressor",
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"id": 4,
"ignore_features": [
"ResultLabel"
],
"manifest_secret_key": "live_2_5be0ef2259ef42b4a31e409460c2ffc8a0348b8beb3450e9ae306936af7c38",
"manifest_sloc": "redten-models-west:IRIS_REGRESSOR-2-4_manifest.json",
"max_features": 10,
"ml_type": "Predict with Filter",
"prediction_type": "predict",
"rloc": "",
"sloc": "",
"status": "completed",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"units_ahead_set": [],
"units_ahead_type": "",
"updated": "2017-05-21 07-27-37",
"version": 1
},
"predict_this_data": {
"PetalLength": 1.7,
"PetalWidth": 0.2,
"ResultTargetValue": 0,
"SepalLength": 5.4,
"SepalWidth": 3.4
}
},
"End": "",
"RLoc": "MODELS:_MODELS_IRIS_REGRESSOR-2-4_LATEST",
"Start": "2017-05-21 07:34:46",
"TrackingID": "_MD_IRIS_REGRESSOR-2-4",
"TrackingName": "_MD_IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"TrackingVersion": 1
},
"units_ahead_set": [],
"units_ahead_type": "",
"version": 1
},
"manifest": {
"21": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_d7c9d9_0",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_5_jobresults_5_modelid_21_modelkey_MD_IRIS_REGRESSOR-2-4_d7c9d9_0.cache.pickle.zlib",
"target": "SepalLength",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_76de8ab338d64bac9329b1972153bdb",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"22": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_d7c9d9_1",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_5_jobresults_5_modelid_22_modelkey_MD_IRIS_REGRESSOR-2-4_d7c9d9_1.cache.pickle.zlib",
"target": "PetalLength",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_76de8ab338d64bac9329b1972153bdb",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"23": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_d7c9d9_2",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_5_jobresults_5_modelid_23_modelkey_MD_IRIS_REGRESSOR-2-4_d7c9d9_2.cache.pickle.zlib",
"target": "PetalWidth",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_76de8ab338d64bac9329b1972153bdb",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"24": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_d7c9d9_3",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_5_jobresults_5_modelid_24_modelkey_MD_IRIS_REGRESSOR-2-4_d7c9d9_3.cache.pickle.zlib",
"target": "SepalWidth",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_76de8ab338d64bac9329b1972153bdb",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"25": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_d7c9d9_4",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_5_jobresults_5_modelid_25_modelkey_MD_IRIS_REGRESSOR-2-4_d7c9d9_4.cache.pickle.zlib",
"target": "ResultTargetValue",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_76de8ab338d64bac9329b1972153bdb",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
}
},
"secret_key": "live_2_10d383e480d64cf4a84c181519e1a8d63ebf730fdf046dda9dcd0e7bdb52ce",
"version": 1
},
"secret_key": "live_2_10d383e480d64cf4a84c181519e1a8d63ebf730fdf046dda9dcd0e7bdb52ce",
"version": 1
},
"id": 5,
"job": {},
"meta": {},
"models_json": {
"AlgoModels": [
{
"dbid": 21,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_0"
},
{
"dbid": 22,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_1"
},
{
"dbid": 23,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_2"
},
{
"dbid": 24,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_3"
},
{
"dbid": 25,
"key": "_MD_IRIS_REGRESSOR-2-4_d7c9d9_4"
}
]
},
"rkey": "_MD_IRIS_REGRESSOR-2-4",
"sloc": "redten-analysis-west:IRIS_REGRESSOR-2-4_analysis.json",
"status": "active",
"train": {},
"version": 1
},
{
"algo": {},
"analysis_json": {
"analysis": {
"AccuracyResults": {
"PetalLength": {
"AUROC": null,
"Accuracy": 0.9821328137134929,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
4.513338565826416,
1.782143235206604,
6.363950729370117,
3.937795639038086,
4.90062952041626,
1.4866636991500854,
4.613515853881836,
5.629631519317627,
3.513843536376953,
4.433239459991455,
5.102906703948975,
1.3077678680419922,
1.4998258352279663,
1.3686482906341553,
1.4072120189666748,
3.2429864406585693,
5.311520576477051,
4.575235843658447,
4.797418117523193,
5.507880210876465,
1.51795494556427,
5.535548686981201,
1.4239912033081055,
5.301727771759033,
5.862044811248779,
5.567651748657227,
5.150166034698486,
5.84020471572876,
1.677445888519287,
1.582241177558899,
1.5239360332489014,
1.7004941701889038,
4.441036224365234,
1.432873010635376,
1.5646371841430664,
4.428899765014648,
4.7244462966918945,
1.5068576335906982,
1.7004941701889038,
1.3330111503601074,
5.045735836029053,
4.703066825866699,
4.50877046585083,
1.4532110691070557,
1.502606749534607,
4.206713676452637,
5.376418590545654,
5.675441741943359,
4.786599636077881,
6.149049282073975,
3.9985153675079346,
6.4058709144592285,
3.7939422130584717,
1.421859860420227,
5.1001715660095215,
4.669762134552002,
1.3001842498779297,
1.5712281465530396,
1.5367132425308228,
4.5933003425598145,
5.356966972351074,
1.3385906219482422,
1.6511996984481812,
1.502606749534607,
3.821840763092041,
1.5166749954223633
],
"PredictionsDF": "{\"Prediction\":{\"1\":1.4218598604,\"5\":1.7004941702,\"10\":1.3686482906,\"11\":1.5026067495,\"12\":1.4328730106,\"13\":1.307767868,\"16\":1.7004941702,\"17\":1.4532110691,\"19\":1.7821432352,\"20\":1.407212019,\"23\":1.5239360332,\"24\":1.5026067495,\"25\":1.3385906219,\"26\":1.6511996984,\"27\":1.4239912033,\"28\":1.5068576336,\"29\":1.3001842499,\"30\":1.5179549456,\"31\":1.5822411776,\"32\":1.4866636992,\"33\":1.3330111504,\"37\":1.4998258352,\"40\":1.5166749954,\"41\":1.5712281466,\"43\":1.5646371841,\"45\":1.5367132425,\"46\":1.6774458885,\"52\":4.7244462967,\"56\":4.7974181175,\"57\":3.2429864407,\"61\":4.5933003426,\"65\":4.6135158539,\"66\":4.4410362244,\"67\":3.7939422131,\"68\":4.6697621346,\"69\":3.5138435364,\"70\":4.5752358437,\"74\":4.5133385658,\"76\":4.7865996361,\"77\":4.9006295204,\"79\":3.937795639,\"82\":4.2067136765,\"83\":4.43323946,\"86\":4.7030668259,\"87\":4.5087704659,\"94\":3.8218407631,\"96\":3.9985153675,\"102\":5.8402047157,\"105\":6.4058709145,\"106\":4.428899765,\"109\":6.1490492821,\"110\":5.1029067039,\"111\":5.1501660347,\"118\":6.3639507294,\"121\":5.045735836,\"123\":5.3569669724,\"124\":5.535548687,\"128\":5.3017277718,\"129\":5.8620448112,\"132\":5.5078802109,\"133\":5.3764185905,\"137\":5.3115205765,\"141\":5.6296315193,\"142\":5.100171566,\"143\":5.6754417419,\"145\":5.5676517487},\"TargetTest\":{\"1\":1.4,\"5\":1.7,\"10\":1.5,\"11\":1.6,\"12\":1.4,\"13\":1.1,\"16\":1.3,\"17\":1.4,\"19\":1.5,\"20\":1.7,\"23\":1.7,\"24\":1.9,\"25\":1.6,\"26\":1.6,\"27\":1.5,\"28\":1.4,\"29\":1.6,\"30\":1.6,\"31\":1.5,\"32\":1.5,\"33\":1.4,\"37\":1.5,\"40\":1.3,\"41\":1.3,\"43\":1.6,\"45\":1.4,\"46\":1.6,\"52\":4.9,\"56\":4.7,\"57\":3.3,\"61\":4.2,\"65\":4.4,\"66\":4.5,\"67\":4.1,\"68\":4.5,\"69\":3.9,\"70\":4.8,\"74\":4.3,\"76\":4.8,\"77\":5.0,\"79\":3.5,\"82\":3.9,\"83\":5.1,\"86\":4.7,\"87\":4.4,\"94\":4.2,\"96\":4.2,\"102\":5.9,\"105\":6.6,\"106\":4.5,\"109\":6.1,\"110\":5.1,\"111\":5.3,\"118\":6.9,\"121\":4.9,\"123\":4.9,\"124\":5.7,\"128\":5.6,\"129\":5.8,\"132\":5.6,\"133\":5.1,\"137\":5.5,\"141\":5.1,\"142\":5.1,\"143\":5.9,\"145\":5.2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "PetalLength",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:18"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"PetalWidth": {
"AUROC": null,
"Accuracy": 0.9287191402122336,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
1.331061601638794,
0.3451329469680786,
1.7190438508987427,
1.1450347900390625,
1.6005545854568481,
0.22024103999137878,
1.4834024906158447,
2.0856058597564697,
1.3080452680587769,
1.4172303676605225,
2.1977291107177734,
0.20127978920936584,
0.1001986563205719,
0.23792767524719238,
0.22232869267463684,
1.0187671184539795,
2.146031379699707,
1.5393881797790527,
1.527328610420227,
1.8886109590530396,
0.12479919195175171,
2.500943899154663,
0.15591773390769958,
1.8886109590530396,
1.9497257471084595,
2.0687153339385986,
1.8918911218643188,
1.9455764293670654,
0.36269861459732056,
0.18612655997276306,
0.2155040204524994,
0.21240368485450745,
1.4308576583862305,
0.12295252084732056,
0.21800824999809265,
1.6882169246673584,
1.5587934255599976,
0.1817590296268463,
0.26845842599868774,
0.3735508322715759,
2.0835978984832764,
1.4357768297195435,
1.241935133934021,
0.2163047194480896,
0.18605050444602966,
1.2693374156951904,
2.12638521194458,
2.298706531524658,
1.4942705631256104,
1.9433457851409912,
1.2760934829711914,
2.23342227935791,
1.250619888305664,
0.12295252084732056,
1.9009486436843872,
1.0771441459655762,
0.1973837912082672,
0.4080730378627777,
0.12295252084732056,
1.2485456466674805,
1.7118223905563354,
0.17843759059906006,
0.22087189555168152,
0.23784595727920532,
1.258338451385498,
0.20757341384887695
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.1229525208,\"5\":0.268458426,\"10\":0.2379276752,\"11\":0.1860505044,\"12\":0.1229525208,\"13\":0.2012797892,\"16\":0.2124036849,\"17\":0.2163047194,\"19\":0.345132947,\"20\":0.2223286927,\"23\":0.2155040205,\"24\":0.2378459573,\"25\":0.1784375906,\"26\":0.2208718956,\"27\":0.1559177339,\"28\":0.1817590296,\"29\":0.1973837912,\"30\":0.124799192,\"31\":0.18612656,\"32\":0.22024104,\"33\":0.3735508323,\"37\":0.1001986563,\"40\":0.2075734138,\"41\":0.4080730379,\"43\":0.21800825,\"45\":0.1229525208,\"46\":0.3626986146,\"52\":1.5587934256,\"56\":1.5273286104,\"57\":1.0187671185,\"61\":1.2485456467,\"65\":1.4834024906,\"66\":1.4308576584,\"67\":1.2506198883,\"68\":1.077144146,\"69\":1.3080452681,\"70\":1.5393881798,\"74\":1.3310616016,\"76\":1.4942705631,\"77\":1.6005545855,\"79\":1.14503479,\"82\":1.2693374157,\"83\":1.4172303677,\"86\":1.4357768297,\"87\":1.2419351339,\"94\":1.2583384514,\"96\":1.276093483,\"102\":1.9455764294,\"105\":2.2334222794,\"106\":1.6882169247,\"109\":1.9433457851,\"110\":2.1977291107,\"111\":1.8918911219,\"118\":1.7190438509,\"121\":2.0835978985,\"123\":1.7118223906,\"124\":2.5009438992,\"128\":1.8886109591,\"129\":1.9497257471,\"132\":1.8886109591,\"133\":2.1263852119,\"137\":2.1460313797,\"141\":2.0856058598,\"142\":1.9009486437,\"143\":2.2987065315,\"145\":2.0687153339},\"TargetTest\":{\"1\":0.2,\"5\":0.4,\"10\":0.2,\"11\":0.2,\"12\":0.1,\"13\":0.1,\"16\":0.4,\"17\":0.3,\"19\":0.3,\"20\":0.2,\"23\":0.5,\"24\":0.2,\"25\":0.2,\"26\":0.4,\"27\":0.2,\"28\":0.2,\"29\":0.2,\"30\":0.2,\"31\":0.4,\"32\":0.1,\"33\":0.2,\"37\":0.1,\"40\":0.3,\"41\":0.3,\"43\":0.6,\"45\":0.3,\"46\":0.2,\"52\":1.5,\"56\":1.6,\"57\":1.0,\"61\":1.5,\"65\":1.4,\"66\":1.5,\"67\":1.0,\"68\":1.5,\"69\":1.1,\"70\":1.8,\"74\":1.3,\"76\":1.4,\"77\":1.7,\"79\":1.0,\"82\":1.2,\"83\":1.6,\"86\":1.5,\"87\":1.3,\"94\":1.3,\"96\":1.3,\"102\":2.1,\"105\":2.1,\"106\":1.7,\"109\":2.5,\"110\":2.0,\"111\":1.9,\"118\":2.3,\"121\":2.0,\"123\":1.8,\"124\":2.1,\"128\":2.1,\"129\":1.6,\"132\":2.2,\"133\":1.5,\"137\":1.8,\"141\":2.3,\"142\":1.9,\"143\":2.3,\"145\":2.3}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "PetalWidth",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:18"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"ResultTargetValue": {
"AUROC": null,
"Accuracy": 0.9204738716747024,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
1.020110845565796,
2.7924776077270508e-05,
2.032430648803711,
0.9968194961547852,
2.006838321685791,
2.7924776077270508e-05,
1.0007034540176392,
1.9996620416641235,
0.9982306361198425,
1.712724208831787,
1.9999902248382568,
6.058812141418457e-05,
1.9937753677368164e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0004684925079346,
2.001127243041992,
1.9713845252990723,
0.8487268686294556,
2.0008511543273926,
1.9937753677368164e-05,
2.000138521194458,
2.7924776077270508e-05,
2.0008511543273926,
1.6431281566619873,
1.9996635913848877,
2.003803253173828,
2.000009059906006,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0000652074813843,
6.058812141418457e-05,
2.7924776077270508e-05,
1.3586821556091309,
1.3082101345062256,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.9108483791351318,
1.0026798248291016,
0.8376919031143188,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996570944786072,
1.5043120384216309,
2.0000619888305664,
1.3694076538085938,
1.9996269941329956,
1.0005770921707153,
2.000009059906006,
0.990859866142273,
6.058812141418457e-05,
2.000018358230591,
1.125566005706787,
3.2335519790649414e-05,
0.003069281578063965,
6.058812141418457e-05,
0.9929028153419495,
1.840597152709961,
6.058812141418457e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996845722198486,
2.7924776077270508e-05
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.0000605881,\"5\":0.0000279248,\"10\":0.0000279248,\"11\":0.0000279248,\"12\":0.0000605881,\"13\":0.0000605881,\"16\":0.0000279248,\"17\":0.0000279248,\"19\":0.0000279248,\"20\":0.0000279248,\"23\":0.0000279248,\"24\":0.0000279248,\"25\":0.0000605881,\"26\":0.0000279248,\"27\":0.0000279248,\"28\":0.0000279248,\"29\":0.0000323355,\"30\":0.0000199378,\"31\":0.0000279248,\"32\":0.0000279248,\"33\":0.0000279248,\"37\":0.0000199378,\"40\":0.0000279248,\"41\":0.0030692816,\"43\":0.0000279248,\"45\":0.0000605881,\"46\":0.0000279248,\"52\":1.3082101345,\"56\":0.8487268686,\"57\":1.0004684925,\"61\":0.9929028153,\"65\":1.000703454,\"66\":1.0000652075,\"67\":0.9908598661,\"68\":1.1255660057,\"69\":0.9982306361,\"70\":1.9713845253,\"74\":1.0201108456,\"76\":1.3694076538,\"77\":2.0068383217,\"79\":0.9968194962,\"82\":0.9996570945,\"83\":1.7127242088,\"86\":1.0026798248,\"87\":0.8376919031,\"94\":0.9996845722,\"96\":1.0005770922,\"102\":2.0000090599,\"105\":2.0000090599,\"106\":1.3586821556,\"109\":1.9996269941,\"110\":1.9999902248,\"111\":2.0038032532,\"118\":2.0324306488,\"121\":1.9108483791,\"123\":1.8405971527,\"124\":2.0001385212,\"128\":2.0008511543,\"129\":1.6431281567,\"132\":2.0008511543,\"133\":1.5043120384,\"137\":2.001127243,\"141\":1.9996620417,\"142\":2.0000183582,\"143\":2.0000619888,\"145\":1.9996635914},\"TargetTest\":{\"1\":0,\"5\":0,\"10\":0,\"11\":0,\"12\":0,\"13\":0,\"16\":0,\"17\":0,\"19\":0,\"20\":0,\"23\":0,\"24\":0,\"25\":0,\"26\":0,\"27\":0,\"28\":0,\"29\":0,\"30\":0,\"31\":0,\"32\":0,\"33\":0,\"37\":0,\"40\":0,\"41\":0,\"43\":0,\"45\":0,\"46\":0,\"52\":1,\"56\":1,\"57\":1,\"61\":1,\"65\":1,\"66\":1,\"67\":1,\"68\":1,\"69\":1,\"70\":1,\"74\":1,\"76\":1,\"77\":1,\"79\":1,\"82\":1,\"83\":1,\"86\":1,\"87\":1,\"94\":1,\"96\":1,\"102\":2,\"105\":2,\"106\":2,\"109\":2,\"110\":2,\"111\":2,\"118\":2,\"121\":2,\"123\":2,\"124\":2,\"128\":2,\"129\":2,\"132\":2,\"133\":2,\"137\":2,\"141\":2,\"142\":2,\"143\":2,\"145\":2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "ResultTargetValue",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:18"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalLength": {
"AUROC": null,
"Accuracy": 0.783988472083307,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
6.200571537017822,
5.619818687438965,
7.2367658615112305,
5.094768047332764,
6.13859224319458,
5.744506359100342,
7.033538341522217,
6.200796604156494,
5.400625228881836,
5.872986316680908,
6.407092571258545,
4.89918851852417,
4.900123119354248,
5.298024654388428,
5.138183116912842,
5.106776237487793,
6.886636734008789,
6.7444353103637695,
6.698654651641846,
6.407559871673584,
4.736237525939941,
7.020784378051758,
5.311562538146973,
6.573887348175049,
6.508574485778809,
6.374032974243164,
6.1770100593566895,
6.839397430419922,
5.732827663421631,
4.802982807159424,
5.045675754547119,
5.570387840270996,
5.402231216430664,
4.578137397766113,
5.210591793060303,
5.790133476257324,
6.724391937255859,
4.896572589874268,
5.637218952178955,
5.6436381340026855,
6.2444891929626465,
6.6397318840026855,
5.591597557067871,
4.998384475708008,
5.143885612487793,
5.297544956207275,
6.067437171936035,
6.6709794998168945,
6.193012714385986,
7.130997657775879,
5.879887104034424,
7.722800254821777,
5.561192989349365,
4.369848251342773,
5.800178050994873,
5.614164352416992,
4.926728248596191,
4.480545997619629,
4.317115306854248,
5.8218488693237305,
6.048418998718262,
4.703829765319824,
4.903234481811523,
4.994619846343994,
5.3495659828186035,
5.250288963317871
],
"PredictionsDF": "{\"Prediction\":{\"1\":4.3698482513,\"5\":5.6372189522,\"10\":5.2980246544,\"11\":5.1438856125,\"12\":4.5781373978,\"13\":4.8991885185,\"16\":5.5703878403,\"17\":4.9983844757,\"19\":5.6198186874,\"20\":5.1381831169,\"23\":5.0456757545,\"24\":4.9946198463,\"25\":4.7038297653,\"26\":4.9032344818,\"27\":5.3115625381,\"28\":4.8965725899,\"29\":4.9267282486,\"30\":4.7362375259,\"31\":4.8029828072,\"32\":5.7445063591,\"33\":5.643638134,\"37\":4.9001231194,\"40\":5.2502889633,\"41\":4.4805459976,\"43\":5.2105917931,\"45\":4.3171153069,\"46\":5.7328276634,\"52\":6.7243919373,\"56\":6.6986546516,\"57\":5.1067762375,\"61\":5.8218488693,\"65\":7.0335383415,\"66\":5.4022312164,\"67\":5.5611929893,\"68\":5.6141643524,\"69\":5.4006252289,\"70\":6.7444353104,\"74\":6.200571537,\"76\":6.1930127144,\"77\":6.1385922432,\"79\":5.0947680473,\"82\":5.2975449562,\"83\":5.8729863167,\"86\":6.639731884,\"87\":5.5915975571,\"94\":5.3495659828,\"96\":5.879887104,\"102\":6.8393974304,\"105\":7.7228002548,\"106\":5.7901334763,\"109\":7.1309976578,\"110\":6.4070925713,\"111\":6.1770100594,\"118\":7.2367658615,\"121\":6.244489193,\"123\":6.0484189987,\"124\":7.0207843781,\"128\":6.5738873482,\"129\":6.5085744858,\"132\":6.4075598717,\"133\":6.0674371719,\"137\":6.886636734,\"141\":6.2007966042,\"142\":5.800178051,\"143\":6.6709794998,\"145\":6.3740329742},\"TargetTest\":{\"1\":4.9,\"5\":5.4,\"10\":5.4,\"11\":4.8,\"12\":4.8,\"13\":4.3,\"16\":5.4,\"17\":5.1,\"19\":5.1,\"20\":5.4,\"23\":5.1,\"24\":4.8,\"25\":5.0,\"26\":5.0,\"27\":5.2,\"28\":5.2,\"29\":4.7,\"30\":4.8,\"31\":5.4,\"32\":5.2,\"33\":5.5,\"37\":4.9,\"40\":5.0,\"41\":4.5,\"43\":5.0,\"45\":4.8,\"46\":5.1,\"52\":6.9,\"56\":6.3,\"57\":4.9,\"61\":5.9,\"65\":6.7,\"66\":5.6,\"67\":5.8,\"68\":6.2,\"69\":5.6,\"70\":5.9,\"74\":6.4,\"76\":6.8,\"77\":6.7,\"79\":5.7,\"82\":5.8,\"83\":6.0,\"86\":6.7,\"87\":6.3,\"94\":5.6,\"96\":5.7,\"102\":7.1,\"105\":7.6,\"106\":4.9,\"109\":7.2,\"110\":6.5,\"111\":6.4,\"118\":7.7,\"121\":5.6,\"123\":6.3,\"124\":6.7,\"128\":6.4,\"129\":7.2,\"132\":6.4,\"133\":6.3,\"137\":6.4,\"141\":6.9,\"142\":5.8,\"143\":6.8,\"145\":6.7}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "SepalLength",
"Tracking": {
"End": "2017-05-21 07:27:17",
"Start": "2017-05-21 07:27:17"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalWidth": {
"AUROC": null,
"Accuracy": 0.3683795706046131,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"PredictionType": "",
"Predictions": [
3.0217373371124268,
3.5310680866241455,
3.532478094100952,
2.3885278701782227,
2.6158268451690674,
3.540309190750122,
2.9313299655914307,
3.020646810531616,
2.6730501651763916,
2.7646617889404297,
2.9260871410369873,
2.9844839572906494,
3.099823236465454,
3.647080183029175,
3.5792973041534424,
2.2428150177001953,
3.042656660079956,
2.9864847660064697,
2.913860559463501,
3.1976332664489746,
3.1559698581695557,
2.850365400314331,
3.620166301727295,
3.041274309158325,
3.035611867904663,
2.981340169906616,
2.8970978260040283,
3.3455488681793213,
3.375870943069458,
3.961207628250122,
3.7383036613464355,
3.810157537460327,
3.0595662593841553,
3.1944806575775146,
3.5604629516601562,
2.890062093734741,
2.6730997562408447,
3.6697311401367188,
3.8909623622894287,
3.584914207458496,
2.740776300430298,
2.7289490699768066,
2.9277522563934326,
3.629493474960327,
3.1559698581695557,
2.677201747894287,
2.573312997817993,
2.9935171604156494,
2.8029303550720215,
3.2181310653686523,
2.912670850753784,
3.237062931060791,
2.4725003242492676,
3.2874200344085693,
2.699653387069702,
3.042508125305176,
3.050663471221924,
3.418984889984131,
3.4373366832733154,
2.9805843830108643,
2.7240257263183594,
3.379375457763672,
3.5753846168518066,
3.220134973526001,
3.091811418533325,
3.4434728622436523
],
"PredictionsDF": "{\"Prediction\":{\"1\":3.2874200344,\"5\":3.8909623623,\"10\":3.647080183,\"11\":3.1559698582,\"12\":3.1944806576,\"13\":2.9844839573,\"16\":3.8101575375,\"17\":3.629493475,\"19\":3.5310680866,\"20\":3.5792973042,\"23\":3.7383036613,\"24\":3.2201349735,\"25\":3.3793754578,\"26\":3.5753846169,\"27\":3.6201663017,\"28\":3.6697311401,\"29\":3.0506634712,\"30\":3.1559698582,\"31\":3.9612076283,\"32\":3.5403091908,\"33\":3.5849142075,\"37\":3.0998232365,\"40\":3.4434728622,\"41\":3.41898489,\"43\":3.5604629517,\"45\":3.4373366833,\"46\":3.3758709431,\"52\":2.6730997562,\"56\":2.9138605595,\"57\":2.2428150177,\"61\":2.980584383,\"65\":2.9313299656,\"66\":3.0595662594,\"67\":2.4725003242,\"68\":3.0425081253,\"69\":2.6730501652,\"70\":2.986484766,\"74\":3.0217373371,\"76\":2.8029303551,\"77\":2.6158268452,\"79\":2.3885278702,\"82\":2.6772017479,\"83\":2.7646617889,\"86\":2.72894907,\"87\":2.9277522564,\"94\":3.0918114185,\"96\":2.9126708508,\"102\":3.3455488682,\"105\":3.2370629311,\"106\":2.8900620937,\"109\":3.2181310654,\"110\":2.926087141,\"111\":2.897097826,\"118\":3.5324780941,\"121\":2.7407763004,\"123\":2.7240257263,\"124\":2.8503654003,\"128\":3.0412743092,\"129\":3.0356118679,\"132\":3.1976332664,\"133\":2.5733129978,\"137\":3.0426566601,\"141\":3.0206468105,\"142\":2.6996533871,\"143\":2.9935171604,\"145\":2.9813401699},\"TargetTest\":{\"1\":3.0,\"5\":3.9,\"10\":3.7,\"11\":3.4,\"12\":3.0,\"13\":3.0,\"16\":3.9,\"17\":3.5,\"19\":3.8,\"20\":3.4,\"23\":3.3,\"24\":3.4,\"25\":3.0,\"26\":3.4,\"27\":3.5,\"28\":3.4,\"29\":3.2,\"30\":3.1,\"31\":3.4,\"32\":4.1,\"33\":4.2,\"37\":3.1,\"40\":3.5,\"41\":2.3,\"43\":3.5,\"45\":3.0,\"46\":3.8,\"52\":3.1,\"56\":3.3,\"57\":2.4,\"61\":3.0,\"65\":3.1,\"66\":3.0,\"67\":2.7,\"68\":2.2,\"69\":2.5,\"70\":3.2,\"74\":2.9,\"76\":2.8,\"77\":3.0,\"79\":2.6,\"82\":2.7,\"83\":2.7,\"86\":3.1,\"87\":2.3,\"94\":2.7,\"96\":2.9,\"102\":3.0,\"105\":3.0,\"106\":2.5,\"109\":3.6,\"110\":3.2,\"111\":2.7,\"118\":2.6,\"121\":2.8,\"123\":2.7,\"124\":3.3,\"128\":2.8,\"129\":3.0,\"132\":2.8,\"133\":2.8,\"137\":3.1,\"141\":3.1,\"142\":2.7,\"143\":3.2,\"145\":3.0}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"SampleMask": [
false,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"SourceDF": null,
"TargetColumnName": "SepalWidth",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:17"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
}
},
"ConfMatrices": [],
"CreationDate": "2017-05-21-07-27-18",
"DSName": "IRIS_REGRESSOR-2-4",
"FeatureColumnNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IgnoreFeatures": [
"ResultLabel"
],
"LabelColumnName": "ResultLabel",
"Meta": {},
"PredictionType": "predict",
"PredictionsDF": "{\"Date\":{\"0\":1495351638000,\"1\":1495351638000,\"2\":1495351638000,\"3\":1495351638000,\"4\":1495351638000},\"PredictionAPI\":{\"0\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"1\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"2\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"3\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"4\":{\"OutputMargin\":false,\"NumTreeLimit\":0}},\"PredictionValue\":{\"0\":5.1381831169,\"1\":3.5792973042,\"2\":1.407212019,\"3\":0.2223286927,\"4\":0.0000279248},\"ProbaPredAPI\":{\"0\":null,\"1\":null,\"2\":null,\"3\":null,\"4\":null},\"TargetColumnName\":{\"0\":\"SepalLength\",\"1\":\"SepalWidth\",\"2\":\"PetalLength\",\"3\":\"PetalWidth\",\"4\":\"ResultTargetValue\"}}",
"SourceDF": "{\"SepalLength\":{\"0\":5.1,\"1\":4.9,\"2\":4.7,\"3\":4.6,\"4\":5.0,\"5\":5.4,\"6\":4.6,\"7\":5.0,\"8\":4.4,\"9\":4.9,\"10\":5.4,\"11\":4.8,\"12\":4.8,\"13\":4.3,\"14\":5.8,\"15\":5.7,\"16\":5.4,\"17\":5.1,\"18\":5.7,\"19\":5.1,\"20\":5.4,\"21\":5.1,\"22\":4.6,\"23\":5.1,\"24\":4.8,\"25\":5.0,\"26\":5.0,\"27\":5.2,\"28\":5.2,\"29\":4.7,\"30\":4.8,\"31\":5.4,\"32\":5.2,\"33\":5.5,\"34\":4.9,\"35\":5.0,\"36\":5.5,\"37\":4.9,\"38\":4.4,\"39\":5.1,\"40\":5.0,\"41\":4.5,\"42\":4.4,\"43\":5.0,\"44\":5.1,\"45\":4.8,\"46\":5.1,\"47\":4.6,\"48\":5.3,\"49\":5.0,\"50\":7.0,\"51\":6.4,\"52\":6.9,\"53\":5.5,\"54\":6.5,\"55\":5.7,\"56\":6.3,\"57\":4.9,\"58\":6.6,\"59\":5.2,\"60\":5.0,\"61\":5.9,\"62\":6.0,\"63\":6.1,\"64\":5.6,\"65\":6.7,\"66\":5.6,\"67\":5.8,\"68\":6.2,\"69\":5.6,\"70\":5.9,\"71\":6.1,\"72\":6.3,\"73\":6.1,\"74\":6.4,\"75\":6.6,\"76\":6.8,\"77\":6.7,\"78\":6.0,\"79\":5.7,\"80\":5.5,\"81\":5.5,\"82\":5.8,\"83\":6.0,\"84\":5.4,\"85\":6.0,\"86\":6.7,\"87\":6.3,\"88\":5.6,\"89\":5.5,\"90\":5.5,\"91\":6.1,\"92\":5.8,\"93\":5.0,\"94\":5.6,\"95\":5.7,\"96\":5.7,\"97\":6.2,\"98\":5.1,\"99\":5.7,\"100\":6.3,\"101\":5.8,\"102\":7.1,\"103\":6.3,\"104\":6.5,\"105\":7.6,\"106\":4.9,\"107\":7.3,\"108\":6.7,\"109\":7.2,\"110\":6.5,\"111\":6.4,\"112\":6.8,\"113\":5.7,\"114\":5.8,\"115\":6.4,\"116\":6.5,\"117\":7.7,\"118\":7.7,\"119\":6.0,\"120\":6.9,\"121\":5.6,\"122\":7.7,\"123\":6.3,\"124\":6.7,\"125\":7.2,\"126\":6.2,\"127\":6.1,\"128\":6.4,\"129\":7.2,\"130\":7.4,\"131\":7.9,\"132\":6.4,\"133\":6.3,\"134\":6.1,\"135\":7.7,\"136\":6.3,\"137\":6.4,\"138\":6.0,\"139\":6.9,\"140\":6.7,\"141\":6.9,\"142\":5.8,\"143\":6.8,\"144\":6.7,\"145\":6.7,\"146\":6.3,\"147\":6.5,\"148\":6.2,\"149\":5.9},\"SepalWidth\":{\"0\":3.5,\"1\":3.0,\"2\":3.2,\"3\":3.1,\"4\":3.6,\"5\":3.9,\"6\":3.4,\"7\":3.4,\"8\":2.9,\"9\":3.1,\"10\":3.7,\"11\":3.4,\"12\":3.0,\"13\":3.0,\"14\":4.0,\"15\":4.4,\"16\":3.9,\"17\":3.5,\"18\":3.8,\"19\":3.8,\"20\":3.4,\"21\":3.7,\"22\":3.6,\"23\":3.3,\"24\":3.4,\"25\":3.0,\"26\":3.4,\"27\":3.5,\"28\":3.4,\"29\":3.2,\"30\":3.1,\"31\":3.4,\"32\":4.1,\"33\":4.2,\"34\":3.1,\"35\":3.2,\"36\":3.5,\"37\":3.1,\"38\":3.0,\"39\":3.4,\"40\":3.5,\"41\":2.3,\"42\":3.2,\"43\":3.5,\"44\":3.8,\"45\":3.0,\"46\":3.8,\"47\":3.2,\"48\":3.7,\"49\":3.3,\"50\":3.2,\"51\":3.2,\"52\":3.1,\"53\":2.3,\"54\":2.8,\"55\":2.8,\"56\":3.3,\"57\":2.4,\"58\":2.9,\"59\":2.7,\"60\":2.0,\"61\":3.0,\"62\":2.2,\"63\":2.9,\"64\":2.9,\"65\":3.1,\"66\":3.0,\"67\":2.7,\"68\":2.2,\"69\":2.5,\"70\":3.2,\"71\":2.8,\"72\":2.5,\"73\":2.8,\"74\":2.9,\"75\":3.0,\"76\":2.8,\"77\":3.0,\"78\":2.9,\"79\":2.6,\"80\":2.4,\"81\":2.4,\"82\":2.7,\"83\":2.7,\"84\":3.0,\"85\":3.4,\"86\":3.1,\"87\":2.3,\"88\":3.0,\"89\":2.5,\"90\":2.6,\"91\":3.0,\"92\":2.6,\"93\":2.3,\"94\":2.7,\"95\":3.0,\"96\":2.9,\"97\":2.9,\"98\":2.5,\"99\":2.8,\"100\":3.3,\"101\":2.7,\"102\":3.0,\"103\":2.9,\"104\":3.0,\"105\":3.0,\"106\":2.5,\"107\":2.9,\"108\":2.5,\"109\":3.6,\"110\":3.2,\"111\":2.7,\"112\":3.0,\"113\":2.5,\"114\":2.8,\"115\":3.2,\"116\":3.0,\"117\":3.8,\"118\":2.6,\"119\":2.2,\"120\":3.2,\"121\":2.8,\"122\":2.8,\"123\":2.7,\"124\":3.3,\"125\":3.2,\"126\":2.8,\"127\":3.0,\"128\":2.8,\"129\":3.0,\"130\":2.8,\"131\":3.8,\"132\":2.8,\"133\":2.8,\"134\":2.6,\"135\":3.0,\"136\":3.4,\"137\":3.1,\"138\":3.0,\"139\":3.1,\"140\":3.1,\"141\":3.1,\"142\":2.7,\"143\":3.2,\"144\":3.3,\"145\":3.0,\"146\":2.5,\"147\":3.0,\"148\":3.4,\"149\":3.0},\"PetalLength\":{\"0\":1.4,\"1\":1.4,\"2\":1.3,\"3\":1.5,\"4\":1.4,\"5\":1.7,\"6\":1.4,\"7\":1.5,\"8\":1.4,\"9\":1.5,\"10\":1.5,\"11\":1.6,\"12\":1.4,\"13\":1.1,\"14\":1.2,\"15\":1.5,\"16\":1.3,\"17\":1.4,\"18\":1.7,\"19\":1.5,\"20\":1.7,\"21\":1.5,\"22\":1.0,\"23\":1.7,\"24\":1.9,\"25\":1.6,\"26\":1.6,\"27\":1.5,\"28\":1.4,\"29\":1.6,\"30\":1.6,\"31\":1.5,\"32\":1.5,\"33\":1.4,\"34\":1.5,\"35\":1.2,\"36\":1.3,\"37\":1.5,\"38\":1.3,\"39\":1.5,\"40\":1.3,\"41\":1.3,\"42\":1.3,\"43\":1.6,\"44\":1.9,\"45\":1.4,\"46\":1.6,\"47\":1.4,\"48\":1.5,\"49\":1.4,\"50\":4.7,\"51\":4.5,\"52\":4.9,\"53\":4.0,\"54\":4.6,\"55\":4.5,\"56\":4.7,\"57\":3.3,\"58\":4.6,\"59\":3.9,\"60\":3.5,\"61\":4.2,\"62\":4.0,\"63\":4.7,\"64\":3.6,\"65\":4.4,\"66\":4.5,\"67\":4.1,\"68\":4.5,\"69\":3.9,\"70\":4.8,\"71\":4.0,\"72\":4.9,\"73\":4.7,\"74\":4.3,\"75\":4.4,\"76\":4.8,\"77\":5.0,\"78\":4.5,\"79\":3.5,\"80\":3.8,\"81\":3.7,\"82\":3.9,\"83\":5.1,\"84\":4.5,\"85\":4.5,\"86\":4.7,\"87\":4.4,\"88\":4.1,\"89\":4.0,\"90\":4.4,\"91\":4.6,\"92\":4.0,\"93\":3.3,\"94\":4.2,\"95\":4.2,\"96\":4.2,\"97\":4.3,\"98\":3.0,\"99\":4.1,\"100\":6.0,\"101\":5.1,\"102\":5.9,\"103\":5.6,\"104\":5.8,\"105\":6.6,\"106\":4.5,\"107\":6.3,\"108\":5.8,\"109\":6.1,\"110\":5.1,\"111\":5.3,\"112\":5.5,\"113\":5.0,\"114\":5.1,\"115\":5.3,\"116\":5.5,\"117\":6.7,\"118\":6.9,\"119\":5.0,\"120\":5.7,\"121\":4.9,\"122\":6.7,\"123\":4.9,\"124\":5.7,\"125\":6.0,\"126\":4.8,\"127\":4.9,\"128\":5.6,\"129\":5.8,\"130\":6.1,\"131\":6.4,\"132\":5.6,\"133\":5.1,\"134\":5.6,\"135\":6.1,\"136\":5.6,\"137\":5.5,\"138\":4.8,\"139\":5.4,\"140\":5.6,\"141\":5.1,\"142\":5.1,\"143\":5.9,\"144\":5.7,\"145\":5.2,\"146\":5.0,\"147\":5.2,\"148\":5.4,\"149\":5.1},\"PetalWidth\":{\"0\":0.2,\"1\":0.2,\"2\":0.2,\"3\":0.2,\"4\":0.2,\"5\":0.4,\"6\":0.3,\"7\":0.2,\"8\":0.2,\"9\":0.1,\"10\":0.2,\"11\":0.2,\"12\":0.1,\"13\":0.1,\"14\":0.2,\"15\":0.4,\"16\":0.4,\"17\":0.3,\"18\":0.3,\"19\":0.3,\"20\":0.2,\"21\":0.4,\"22\":0.2,\"23\":0.5,\"24\":0.2,\"25\":0.2,\"26\":0.4,\"27\":0.2,\"28\":0.2,\"29\":0.2,\"30\":0.2,\"31\":0.4,\"32\":0.1,\"33\":0.2,\"34\":0.1,\"35\":0.2,\"36\":0.2,\"37\":0.1,\"38\":0.2,\"39\":0.2,\"40\":0.3,\"41\":0.3,\"42\":0.2,\"43\":0.6,\"44\":0.4,\"45\":0.3,\"46\":0.2,\"47\":0.2,\"48\":0.2,\"49\":0.2,\"50\":1.4,\"51\":1.5,\"52\":1.5,\"53\":1.3,\"54\":1.5,\"55\":1.3,\"56\":1.6,\"57\":1.0,\"58\":1.3,\"59\":1.4,\"60\":1.0,\"61\":1.5,\"62\":1.0,\"63\":1.4,\"64\":1.3,\"65\":1.4,\"66\":1.5,\"67\":1.0,\"68\":1.5,\"69\":1.1,\"70\":1.8,\"71\":1.3,\"72\":1.5,\"73\":1.2,\"74\":1.3,\"75\":1.4,\"76\":1.4,\"77\":1.7,\"78\":1.5,\"79\":1.0,\"80\":1.1,\"81\":1.0,\"82\":1.2,\"83\":1.6,\"84\":1.5,\"85\":1.6,\"86\":1.5,\"87\":1.3,\"88\":1.3,\"89\":1.3,\"90\":1.2,\"91\":1.4,\"92\":1.2,\"93\":1.0,\"94\":1.3,\"95\":1.2,\"96\":1.3,\"97\":1.3,\"98\":1.1,\"99\":1.3,\"100\":2.5,\"101\":1.9,\"102\":2.1,\"103\":1.8,\"104\":2.2,\"105\":2.1,\"106\":1.7,\"107\":1.8,\"108\":1.8,\"109\":2.5,\"110\":2.0,\"111\":1.9,\"112\":2.1,\"113\":2.0,\"114\":2.4,\"115\":2.3,\"116\":1.8,\"117\":2.2,\"118\":2.3,\"119\":1.5,\"120\":2.3,\"121\":2.0,\"122\":2.0,\"123\":1.8,\"124\":2.1,\"125\":1.8,\"126\":1.8,\"127\":1.8,\"128\":2.1,\"129\":1.6,\"130\":1.9,\"131\":2.0,\"132\":2.2,\"133\":1.5,\"134\":1.4,\"135\":2.3,\"136\":2.4,\"137\":1.8,\"138\":1.8,\"139\":2.1,\"140\":2.4,\"141\":2.3,\"142\":1.9,\"143\":2.3,\"144\":2.5,\"145\":2.3,\"146\":1.9,\"147\":2.0,\"148\":2.3,\"149\":1.8},\"ResultLabel\":{\"0\":\"Iris-setosa\",\"1\":\"Iris-setosa\",\"2\":\"Iris-setosa\",\"3\":\"Iris-setosa\",\"4\":\"Iris-setosa\",\"5\":\"Iris-setosa\",\"6\":\"Iris-setosa\",\"7\":\"Iris-setosa\",\"8\":\"Iris-setosa\",\"9\":\"Iris-setosa\",\"10\":\"Iris-setosa\",\"11\":\"Iris-setosa\",\"12\":\"Iris-setosa\",\"13\":\"Iris-setosa\",\"14\":\"Iris-setosa\",\"15\":\"Iris-setosa\",\"16\":\"Iris-setosa\",\"17\":\"Iris-setosa\",\"18\":\"Iris-setosa\",\"19\":\"Iris-setosa\",\"20\":\"Iris-setosa\",\"21\":\"Iris-setosa\",\"22\":\"Iris-setosa\",\"23\":\"Iris-setosa\",\"24\":\"Iris-setosa\",\"25\":\"Iris-setosa\",\"26\":\"Iris-setosa\",\"27\":\"Iris-setosa\",\"28\":\"Iris-setosa\",\"29\":\"Iris-setosa\",\"30\":\"Iris-setosa\",\"31\":\"Iris-setosa\",\"32\":\"Iris-setosa\",\"33\":\"Iris-setosa\",\"34\":\"Iris-setosa\",\"35\":\"Iris-setosa\",\"36\":\"Iris-setosa\",\"37\":\"Iris-setosa\",\"38\":\"Iris-setosa\",\"39\":\"Iris-setosa\",\"40\":\"Iris-setosa\",\"41\":\"Iris-setosa\",\"42\":\"Iris-setosa\",\"43\":\"Iris-setosa\",\"44\":\"Iris-setosa\",\"45\":\"Iris-setosa\",\"46\":\"Iris-setosa\",\"47\":\"Iris-setosa\",\"48\":\"Iris-setosa\",\"49\":\"Iris-setosa\",\"50\":\"Iris-versicolor\",\"51\":\"Iris-versicolor\",\"52\":\"Iris-versicolor\",\"53\":\"Iris-versicolor\",\"54\":\"Iris-versicolor\",\"55\":\"Iris-versicolor\",\"56\":\"Iris-versicolor\",\"57\":\"Iris-versicolor\",\"58\":\"Iris-versicolor\",\"59\":\"Iris-versicolor\",\"60\":\"Iris-versicolor\",\"61\":\"Iris-versicolor\",\"62\":\"Iris-versicolor\",\"63\":\"Iris-versicolor\",\"64\":\"Iris-versicolor\",\"65\":\"Iris-versicolor\",\"66\":\"Iris-versicolor\",\"67\":\"Iris-versicolor\",\"68\":\"Iris-versicolor\",\"69\":\"Iris-versicolor\",\"70\":\"Iris-versicolor\",\"71\":\"Iris-versicolor\",\"72\":\"Iris-versicolor\",\"73\":\"Iris-versicolor\",\"74\":\"Iris-versicolor\",\"75\":\"Iris-versicolor\",\"76\":\"Iris-versicolor\",\"77\":\"Iris-versicolor\",\"78\":\"Iris-versicolor\",\"79\":\"Iris-versicolor\",\"80\":\"Iris-versicolor\",\"81\":\"Iris-versicolor\",\"82\":\"Iris-versicolor\",\"83\":\"Iris-versicolor\",\"84\":\"Iris-versicolor\",\"85\":\"Iris-versicolor\",\"86\":\"Iris-versicolor\",\"87\":\"Iris-versicolor\",\"88\":\"Iris-versicolor\",\"89\":\"Iris-versicolor\",\"90\":\"Iris-versicolor\",\"91\":\"Iris-versicolor\",\"92\":\"Iris-versicolor\",\"93\":\"Iris-versicolor\",\"94\":\"Iris-versicolor\",\"95\":\"Iris-versicolor\",\"96\":\"Iris-versicolor\",\"97\":\"Iris-versicolor\",\"98\":\"Iris-versicolor\",\"99\":\"Iris-versicolor\",\"100\":\"Iris-virginica\",\"101\":\"Iris-virginica\",\"102\":\"Iris-virginica\",\"103\":\"Iris-virginica\",\"104\":\"Iris-virginica\",\"105\":\"Iris-virginica\",\"106\":\"Iris-virginica\",\"107\":\"Iris-virginica\",\"108\":\"Iris-virginica\",\"109\":\"Iris-virginica\",\"110\":\"Iris-virginica\",\"111\":\"Iris-virginica\",\"112\":\"Iris-virginica\",\"113\":\"Iris-virginica\",\"114\":\"Iris-virginica\",\"115\":\"Iris-virginica\",\"116\":\"Iris-virginica\",\"117\":\"Iris-virginica\",\"118\":\"Iris-virginica\",\"119\":\"Iris-virginica\",\"120\":\"Iris-virginica\",\"121\":\"Iris-virginica\",\"122\":\"Iris-virginica\",\"123\":\"Iris-virginica\",\"124\":\"Iris-virginica\",\"125\":\"Iris-virginica\",\"126\":\"Iris-virginica\",\"127\":\"Iris-virginica\",\"128\":\"Iris-virginica\",\"129\":\"Iris-virginica\",\"130\":\"Iris-virginica\",\"131\":\"Iris-virginica\",\"132\":\"Iris-virginica\",\"133\":\"Iris-virginica\",\"134\":\"Iris-virginica\",\"135\":\"Iris-virginica\",\"136\":\"Iris-virginica\",\"137\":\"Iris-virginica\",\"138\":\"Iris-virginica\",\"139\":\"Iris-virginica\",\"140\":\"Iris-virginica\",\"141\":\"Iris-virginica\",\"142\":\"Iris-virginica\",\"143\":\"Iris-virginica\",\"144\":\"Iris-virginica\",\"145\":\"Iris-virginica\",\"146\":\"Iris-virginica\",\"147\":\"Iris-virginica\",\"148\":\"Iris-virginica\",\"149\":\"Iris-virginica\"},\"ResultTargetValue\":{\"0\":0,\"1\":0,\"2\":0,\"3\":0,\"4\":0,\"5\":0,\"6\":0,\"7\":0,\"8\":0,\"9\":0,\"10\":0,\"11\":0,\"12\":0,\"13\":0,\"14\":0,\"15\":0,\"16\":0,\"17\":0,\"18\":0,\"19\":0,\"20\":0,\"21\":0,\"22\":0,\"23\":0,\"24\":0,\"25\":0,\"26\":0,\"27\":0,\"28\":0,\"29\":0,\"30\":0,\"31\":0,\"32\":0,\"33\":0,\"34\":0,\"35\":0,\"36\":0,\"37\":0,\"38\":0,\"39\":0,\"40\":0,\"41\":0,\"42\":0,\"43\":0,\"44\":0,\"45\":0,\"46\":0,\"47\":0,\"48\":0,\"49\":0,\"50\":1,\"51\":1,\"52\":1,\"53\":1,\"54\":1,\"55\":1,\"56\":1,\"57\":1,\"58\":1,\"59\":1,\"60\":1,\"61\":1,\"62\":1,\"63\":1,\"64\":1,\"65\":1,\"66\":1,\"67\":1,\"68\":1,\"69\":1,\"70\":1,\"71\":1,\"72\":1,\"73\":1,\"74\":1,\"75\":1,\"76\":1,\"77\":1,\"78\":1,\"79\":1,\"80\":1,\"81\":1,\"82\":1,\"83\":1,\"84\":1,\"85\":1,\"86\":1,\"87\":1,\"88\":1,\"89\":1,\"90\":1,\"91\":1,\"92\":1,\"93\":1,\"94\":1,\"95\":1,\"96\":1,\"97\":1,\"98\":1,\"99\":1,\"100\":2,\"101\":2,\"102\":2,\"103\":2,\"104\":2,\"105\":2,\"106\":2,\"107\":2,\"108\":2,\"109\":2,\"110\":2,\"111\":2,\"112\":2,\"113\":2,\"114\":2,\"115\":2,\"116\":2,\"117\":2,\"118\":2,\"119\":2,\"120\":2,\"121\":2,\"122\":2,\"123\":2,\"124\":2,\"125\":2,\"126\":2,\"127\":2,\"128\":2,\"129\":2,\"130\":2,\"131\":2,\"132\":2,\"133\":2,\"134\":2,\"135\":2,\"136\":2,\"137\":2,\"138\":2,\"139\":2,\"140\":2,\"141\":2,\"142\":2,\"143\":2,\"144\":2,\"145\":2,\"146\":2,\"147\":2,\"148\":2,\"149\":2}}",
"TargetColumnName": "ResultLabel",
"TargetColumnValues": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"Tracking": {
"Data": {
"Debug": false,
"Desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"FeatureColumnNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IgnoreFeatures": [
"ResultLabel"
],
"InternalJSON": {},
"LabelColumnName": "ResultLabel",
"MLAlgo": {
"Meta": {
"DatasetName": "iris_regressor",
"FilterMask": null,
"SamplesFilterMask": [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
],
"Source": {
"CSVFile": "/opt/work/data/src/iris.csv",
"RedisKey": "",
"S3File": ""
},
"UnitsAhead": 0
},
"Name": "xgb-regressor",
"SampleFileterJSON": {},
"Steps": {
"Train": {
"BaseScore": 0.5,
"ColSampleByLevel": 1.0,
"ColSampleByTree": 0.8,
"Debug": false,
"Gamma": 0.0,
"LearningRate": 0.1,
"MaxDeltaStep": 0,
"MaxDepth": 6,
"MinChildWeight": 1,
"NumEstimators": 1000,
"NumThreads": -1,
"Objective": "reg:linear",
"RegAlpha": 0,
"RegLambda": 1,
"ScaledPositionWeight": 1,
"Seed": 27,
"Silent": false,
"SubSample": 0.8
}
},
"TTRatio": 0.1,
"Version": 1
},
"MLJob": {
"id": 4
},
"MLJobResults": {
"id": 4
},
"MLJobTrain": {
"id": 4
},
"MLType": "Predict with Filter",
"MaxFeatures": 10,
"Owner": {
"cust": {},
"sub": {},
"user": {
"approved": null,
"campaign": null,
"city": null,
"country": null,
"email": "[email protected]",
"email_pref": "A",
"first_name": null,
"id": 2,
"image": "https://rt-media.s3.amazonaws.com/media/upimages/20170521/3f205bf5.png",
"is_active": true,
"is_admin": true,
"is_staff": true,
"json_data": null,
"last_name": null,
"phone": null,
"privacy_status": "P",
"profile_id": 1,
"profile_status": "A",
"source": null,
"state": null,
"thumbnail": "https://rt-media.s3.amazonaws.com/media/upthumbs/20170521/215eeaf7.png",
"user_id": 2,
"username": "jay",
"zip_code": null
}
},
"PredictionType": "predict",
"TargetColumnName": "ResultLabel",
"TargetColumnValues": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"Title": "Hello World - 2017-05-21-07-27-17",
"TrackingID": "ML_IRIS_REGRESSOR-2-4_f92d91c5ba89484f845e179f7b97d71",
"TrackingName": "IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"UnitsAheadSet": [],
"UnitsAheadType": "",
"Version": 1,
"predict_this_data": {
"PetalLength": 1.7,
"PetalWidth": 0.2,
"ResultTargetValue": 0,
"SepalLength": 5.4,
"SepalWidth": 3.4
}
},
"End": "",
"RLoc": "MODELS:_MODELS_IRIS_REGRESSOR-2-4_LATEST",
"Start": "2017-05-21 07:27:18",
"TrackingID": "_MD_IRIS_REGRESSOR-2-4",
"TrackingName": "_MD_IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"TrackingVersion": 1
},
"UnitsAheadSet": [],
"UnitsAheadType": "",
"Version": 1
},
"created": "2017-05-21 07:27:36",
"created_by": "redten.io",
"images": [
{
"id": 37,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_37_8f27fee2235c44c0.png",
"title": "ResultTargetValue Importance Analysis"
},
{
"id": 38,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_38_17ba9df6461f40bd.png",
"title": "Pair Plot - ResultLabel - /opt/work/data/src/pairplot_IRIS_REGRESSOR-2-4"
},
{
"id": 39,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_39_d3211898016341ea.png",
"title": "Scatter - SepalLength vs SepalWidth - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_0"
},
{
"id": 40,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_40_462729dfec1c4bef.png",
"title": "Scatter - SepalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_1"
},
{
"id": 41,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_41_b8452e6321354c66.png",
"title": "Scatter - PetalLength vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_2"
},
{
"id": 42,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_42_49d25605900241bc.png",
"title": "Scatter - PetalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_3"
},
{
"id": 43,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_43_d001d495634949af.png",
"title": "Scatter - ResultTargetValue vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_4"
},
{
"id": 44,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_44_7aa6ade09466456d.png",
"title": "Joint Plot - SepalLength vs SepalWidth - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_0"
},
{
"id": 45,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_45_f374129c95a94124.png",
"title": "Joint Plot - SepalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_1"
},
{
"id": 46,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_46_0f0fff9185ed4fa9.png",
"title": "Joint Plot - PetalLength vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_2"
},
{
"id": 47,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_47_8ed4157fe7ef42f7.png",
"title": "Joint Plot - PetalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_3"
},
{
"id": 48,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_48_45afcf329f25419c.png",
"title": "Joint Plot - ResultTargetValue vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_4"
}
],
"manifest": {
"created": "2017-05-21 07:27:34",
"created_by": "redten.io",
"job": {
"algo_name": "xgb-regressor",
"control_state": "active",
"created": "2017-05-21 07-27-17",
"csv_file": "/opt/work/data/src/iris.csv",
"desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"ds_name": "iris_regressor",
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"id": 4,
"ignore_features": [
"ResultLabel"
],
"manifest_secret_key": "live_2_5be0ef2259ef42b4a31e409460c2ffc8a0348b8beb3450e9ae306936af7c38",
"manifest_sloc": null,
"max_features": 10,
"ml_type": "Predict with Filter",
"prediction_type": "predict",
"rloc": "",
"sloc": "",
"status": "uploading",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"units_ahead_set": [],
"units_ahead_type": "",
"updated": "2017-05-21 07-27-34",
"version": 1
},
"job_results": {
"accuracy_json": {
"PetalLength": {
"AUROC": null,
"Accuracy": 0.9821328137134929,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
4.513338565826416,
1.782143235206604,
6.363950729370117,
3.937795639038086,
4.90062952041626,
1.4866636991500854,
4.613515853881836,
5.629631519317627,
3.513843536376953,
4.433239459991455,
5.102906703948975,
1.3077678680419922,
1.4998258352279663,
1.3686482906341553,
1.4072120189666748,
3.2429864406585693,
5.311520576477051,
4.575235843658447,
4.797418117523193,
5.507880210876465,
1.51795494556427,
5.535548686981201,
1.4239912033081055,
5.301727771759033,
5.862044811248779,
5.567651748657227,
5.150166034698486,
5.84020471572876,
1.677445888519287,
1.582241177558899,
1.5239360332489014,
1.7004941701889038,
4.441036224365234,
1.432873010635376,
1.5646371841430664,
4.428899765014648,
4.7244462966918945,
1.5068576335906982,
1.7004941701889038,
1.3330111503601074,
5.045735836029053,
4.703066825866699,
4.50877046585083,
1.4532110691070557,
1.502606749534607,
4.206713676452637,
5.376418590545654,
5.675441741943359,
4.786599636077881,
6.149049282073975,
3.9985153675079346,
6.4058709144592285,
3.7939422130584717,
1.421859860420227,
5.1001715660095215,
4.669762134552002,
1.3001842498779297,
1.5712281465530396,
1.5367132425308228,
4.5933003425598145,
5.356966972351074,
1.3385906219482422,
1.6511996984481812,
1.502606749534607,
3.821840763092041,
1.5166749954223633
],
"PredictionsDF": "{\"Prediction\":{\"1\":1.4218598604,\"5\":1.7004941702,\"10\":1.3686482906,\"11\":1.5026067495,\"12\":1.4328730106,\"13\":1.307767868,\"16\":1.7004941702,\"17\":1.4532110691,\"19\":1.7821432352,\"20\":1.407212019,\"23\":1.5239360332,\"24\":1.5026067495,\"25\":1.3385906219,\"26\":1.6511996984,\"27\":1.4239912033,\"28\":1.5068576336,\"29\":1.3001842499,\"30\":1.5179549456,\"31\":1.5822411776,\"32\":1.4866636992,\"33\":1.3330111504,\"37\":1.4998258352,\"40\":1.5166749954,\"41\":1.5712281466,\"43\":1.5646371841,\"45\":1.5367132425,\"46\":1.6774458885,\"52\":4.7244462967,\"56\":4.7974181175,\"57\":3.2429864407,\"61\":4.5933003426,\"65\":4.6135158539,\"66\":4.4410362244,\"67\":3.7939422131,\"68\":4.6697621346,\"69\":3.5138435364,\"70\":4.5752358437,\"74\":4.5133385658,\"76\":4.7865996361,\"77\":4.9006295204,\"79\":3.937795639,\"82\":4.2067136765,\"83\":4.43323946,\"86\":4.7030668259,\"87\":4.5087704659,\"94\":3.8218407631,\"96\":3.9985153675,\"102\":5.8402047157,\"105\":6.4058709145,\"106\":4.428899765,\"109\":6.1490492821,\"110\":5.1029067039,\"111\":5.1501660347,\"118\":6.3639507294,\"121\":5.045735836,\"123\":5.3569669724,\"124\":5.535548687,\"128\":5.3017277718,\"129\":5.8620448112,\"132\":5.5078802109,\"133\":5.3764185905,\"137\":5.3115205765,\"141\":5.6296315193,\"142\":5.100171566,\"143\":5.6754417419,\"145\":5.5676517487},\"TargetTest\":{\"1\":1.4,\"5\":1.7,\"10\":1.5,\"11\":1.6,\"12\":1.4,\"13\":1.1,\"16\":1.3,\"17\":1.4,\"19\":1.5,\"20\":1.7,\"23\":1.7,\"24\":1.9,\"25\":1.6,\"26\":1.6,\"27\":1.5,\"28\":1.4,\"29\":1.6,\"30\":1.6,\"31\":1.5,\"32\":1.5,\"33\":1.4,\"37\":1.5,\"40\":1.3,\"41\":1.3,\"43\":1.6,\"45\":1.4,\"46\":1.6,\"52\":4.9,\"56\":4.7,\"57\":3.3,\"61\":4.2,\"65\":4.4,\"66\":4.5,\"67\":4.1,\"68\":4.5,\"69\":3.9,\"70\":4.8,\"74\":4.3,\"76\":4.8,\"77\":5.0,\"79\":3.5,\"82\":3.9,\"83\":5.1,\"86\":4.7,\"87\":4.4,\"94\":4.2,\"96\":4.2,\"102\":5.9,\"105\":6.6,\"106\":4.5,\"109\":6.1,\"110\":5.1,\"111\":5.3,\"118\":6.9,\"121\":4.9,\"123\":4.9,\"124\":5.7,\"128\":5.6,\"129\":5.8,\"132\":5.6,\"133\":5.1,\"137\":5.5,\"141\":5.1,\"142\":5.1,\"143\":5.9,\"145\":5.2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "PetalLength",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:18"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"PetalWidth": {
"AUROC": null,
"Accuracy": 0.9287191402122336,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
1.331061601638794,
0.3451329469680786,
1.7190438508987427,
1.1450347900390625,
1.6005545854568481,
0.22024103999137878,
1.4834024906158447,
2.0856058597564697,
1.3080452680587769,
1.4172303676605225,
2.1977291107177734,
0.20127978920936584,
0.1001986563205719,
0.23792767524719238,
0.22232869267463684,
1.0187671184539795,
2.146031379699707,
1.5393881797790527,
1.527328610420227,
1.8886109590530396,
0.12479919195175171,
2.500943899154663,
0.15591773390769958,
1.8886109590530396,
1.9497257471084595,
2.0687153339385986,
1.8918911218643188,
1.9455764293670654,
0.36269861459732056,
0.18612655997276306,
0.2155040204524994,
0.21240368485450745,
1.4308576583862305,
0.12295252084732056,
0.21800824999809265,
1.6882169246673584,
1.5587934255599976,
0.1817590296268463,
0.26845842599868774,
0.3735508322715759,
2.0835978984832764,
1.4357768297195435,
1.241935133934021,
0.2163047194480896,
0.18605050444602966,
1.2693374156951904,
2.12638521194458,
2.298706531524658,
1.4942705631256104,
1.9433457851409912,
1.2760934829711914,
2.23342227935791,
1.250619888305664,
0.12295252084732056,
1.9009486436843872,
1.0771441459655762,
0.1973837912082672,
0.4080730378627777,
0.12295252084732056,
1.2485456466674805,
1.7118223905563354,
0.17843759059906006,
0.22087189555168152,
0.23784595727920532,
1.258338451385498,
0.20757341384887695
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.1229525208,\"5\":0.268458426,\"10\":0.2379276752,\"11\":0.1860505044,\"12\":0.1229525208,\"13\":0.2012797892,\"16\":0.2124036849,\"17\":0.2163047194,\"19\":0.345132947,\"20\":0.2223286927,\"23\":0.2155040205,\"24\":0.2378459573,\"25\":0.1784375906,\"26\":0.2208718956,\"27\":0.1559177339,\"28\":0.1817590296,\"29\":0.1973837912,\"30\":0.124799192,\"31\":0.18612656,\"32\":0.22024104,\"33\":0.3735508323,\"37\":0.1001986563,\"40\":0.2075734138,\"41\":0.4080730379,\"43\":0.21800825,\"45\":0.1229525208,\"46\":0.3626986146,\"52\":1.5587934256,\"56\":1.5273286104,\"57\":1.0187671185,\"61\":1.2485456467,\"65\":1.4834024906,\"66\":1.4308576584,\"67\":1.2506198883,\"68\":1.077144146,\"69\":1.3080452681,\"70\":1.5393881798,\"74\":1.3310616016,\"76\":1.4942705631,\"77\":1.6005545855,\"79\":1.14503479,\"82\":1.2693374157,\"83\":1.4172303677,\"86\":1.4357768297,\"87\":1.2419351339,\"94\":1.2583384514,\"96\":1.276093483,\"102\":1.9455764294,\"105\":2.2334222794,\"106\":1.6882169247,\"109\":1.9433457851,\"110\":2.1977291107,\"111\":1.8918911219,\"118\":1.7190438509,\"121\":2.0835978985,\"123\":1.7118223906,\"124\":2.5009438992,\"128\":1.8886109591,\"129\":1.9497257471,\"132\":1.8886109591,\"133\":2.1263852119,\"137\":2.1460313797,\"141\":2.0856058598,\"142\":1.9009486437,\"143\":2.2987065315,\"145\":2.0687153339},\"TargetTest\":{\"1\":0.2,\"5\":0.4,\"10\":0.2,\"11\":0.2,\"12\":0.1,\"13\":0.1,\"16\":0.4,\"17\":0.3,\"19\":0.3,\"20\":0.2,\"23\":0.5,\"24\":0.2,\"25\":0.2,\"26\":0.4,\"27\":0.2,\"28\":0.2,\"29\":0.2,\"30\":0.2,\"31\":0.4,\"32\":0.1,\"33\":0.2,\"37\":0.1,\"40\":0.3,\"41\":0.3,\"43\":0.6,\"45\":0.3,\"46\":0.2,\"52\":1.5,\"56\":1.6,\"57\":1.0,\"61\":1.5,\"65\":1.4,\"66\":1.5,\"67\":1.0,\"68\":1.5,\"69\":1.1,\"70\":1.8,\"74\":1.3,\"76\":1.4,\"77\":1.7,\"79\":1.0,\"82\":1.2,\"83\":1.6,\"86\":1.5,\"87\":1.3,\"94\":1.3,\"96\":1.3,\"102\":2.1,\"105\":2.1,\"106\":1.7,\"109\":2.5,\"110\":2.0,\"111\":1.9,\"118\":2.3,\"121\":2.0,\"123\":1.8,\"124\":2.1,\"128\":2.1,\"129\":1.6,\"132\":2.2,\"133\":1.5,\"137\":1.8,\"141\":2.3,\"142\":1.9,\"143\":2.3,\"145\":2.3}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "PetalWidth",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:18"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"ResultTargetValue": {
"AUROC": null,
"Accuracy": 0.9204738716747024,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
1.020110845565796,
2.7924776077270508e-05,
2.032430648803711,
0.9968194961547852,
2.006838321685791,
2.7924776077270508e-05,
1.0007034540176392,
1.9996620416641235,
0.9982306361198425,
1.712724208831787,
1.9999902248382568,
6.058812141418457e-05,
1.9937753677368164e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0004684925079346,
2.001127243041992,
1.9713845252990723,
0.8487268686294556,
2.0008511543273926,
1.9937753677368164e-05,
2.000138521194458,
2.7924776077270508e-05,
2.0008511543273926,
1.6431281566619873,
1.9996635913848877,
2.003803253173828,
2.000009059906006,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.0000652074813843,
6.058812141418457e-05,
2.7924776077270508e-05,
1.3586821556091309,
1.3082101345062256,
2.7924776077270508e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
1.9108483791351318,
1.0026798248291016,
0.8376919031143188,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996570944786072,
1.5043120384216309,
2.0000619888305664,
1.3694076538085938,
1.9996269941329956,
1.0005770921707153,
2.000009059906006,
0.990859866142273,
6.058812141418457e-05,
2.000018358230591,
1.125566005706787,
3.2335519790649414e-05,
0.003069281578063965,
6.058812141418457e-05,
0.9929028153419495,
1.840597152709961,
6.058812141418457e-05,
2.7924776077270508e-05,
2.7924776077270508e-05,
0.9996845722198486,
2.7924776077270508e-05
],
"PredictionsDF": "{\"Prediction\":{\"1\":0.0000605881,\"5\":0.0000279248,\"10\":0.0000279248,\"11\":0.0000279248,\"12\":0.0000605881,\"13\":0.0000605881,\"16\":0.0000279248,\"17\":0.0000279248,\"19\":0.0000279248,\"20\":0.0000279248,\"23\":0.0000279248,\"24\":0.0000279248,\"25\":0.0000605881,\"26\":0.0000279248,\"27\":0.0000279248,\"28\":0.0000279248,\"29\":0.0000323355,\"30\":0.0000199378,\"31\":0.0000279248,\"32\":0.0000279248,\"33\":0.0000279248,\"37\":0.0000199378,\"40\":0.0000279248,\"41\":0.0030692816,\"43\":0.0000279248,\"45\":0.0000605881,\"46\":0.0000279248,\"52\":1.3082101345,\"56\":0.8487268686,\"57\":1.0004684925,\"61\":0.9929028153,\"65\":1.000703454,\"66\":1.0000652075,\"67\":0.9908598661,\"68\":1.1255660057,\"69\":0.9982306361,\"70\":1.9713845253,\"74\":1.0201108456,\"76\":1.3694076538,\"77\":2.0068383217,\"79\":0.9968194962,\"82\":0.9996570945,\"83\":1.7127242088,\"86\":1.0026798248,\"87\":0.8376919031,\"94\":0.9996845722,\"96\":1.0005770922,\"102\":2.0000090599,\"105\":2.0000090599,\"106\":1.3586821556,\"109\":1.9996269941,\"110\":1.9999902248,\"111\":2.0038032532,\"118\":2.0324306488,\"121\":1.9108483791,\"123\":1.8405971527,\"124\":2.0001385212,\"128\":2.0008511543,\"129\":1.6431281567,\"132\":2.0008511543,\"133\":1.5043120384,\"137\":2.001127243,\"141\":1.9996620417,\"142\":2.0000183582,\"143\":2.0000619888,\"145\":1.9996635914},\"TargetTest\":{\"1\":0,\"5\":0,\"10\":0,\"11\":0,\"12\":0,\"13\":0,\"16\":0,\"17\":0,\"19\":0,\"20\":0,\"23\":0,\"24\":0,\"25\":0,\"26\":0,\"27\":0,\"28\":0,\"29\":0,\"30\":0,\"31\":0,\"32\":0,\"33\":0,\"37\":0,\"40\":0,\"41\":0,\"43\":0,\"45\":0,\"46\":0,\"52\":1,\"56\":1,\"57\":1,\"61\":1,\"65\":1,\"66\":1,\"67\":1,\"68\":1,\"69\":1,\"70\":1,\"74\":1,\"76\":1,\"77\":1,\"79\":1,\"82\":1,\"83\":1,\"86\":1,\"87\":1,\"94\":1,\"96\":1,\"102\":2,\"105\":2,\"106\":2,\"109\":2,\"110\":2,\"111\":2,\"118\":2,\"121\":2,\"123\":2,\"124\":2,\"128\":2,\"129\":2,\"132\":2,\"133\":2,\"137\":2,\"141\":2,\"142\":2,\"143\":2,\"145\":2}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "ResultTargetValue",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:18"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalLength": {
"AUROC": null,
"Accuracy": 0.783988472083307,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
6.200571537017822,
5.619818687438965,
7.2367658615112305,
5.094768047332764,
6.13859224319458,
5.744506359100342,
7.033538341522217,
6.200796604156494,
5.400625228881836,
5.872986316680908,
6.407092571258545,
4.89918851852417,
4.900123119354248,
5.298024654388428,
5.138183116912842,
5.106776237487793,
6.886636734008789,
6.7444353103637695,
6.698654651641846,
6.407559871673584,
4.736237525939941,
7.020784378051758,
5.311562538146973,
6.573887348175049,
6.508574485778809,
6.374032974243164,
6.1770100593566895,
6.839397430419922,
5.732827663421631,
4.802982807159424,
5.045675754547119,
5.570387840270996,
5.402231216430664,
4.578137397766113,
5.210591793060303,
5.790133476257324,
6.724391937255859,
4.896572589874268,
5.637218952178955,
5.6436381340026855,
6.2444891929626465,
6.6397318840026855,
5.591597557067871,
4.998384475708008,
5.143885612487793,
5.297544956207275,
6.067437171936035,
6.6709794998168945,
6.193012714385986,
7.130997657775879,
5.879887104034424,
7.722800254821777,
5.561192989349365,
4.369848251342773,
5.800178050994873,
5.614164352416992,
4.926728248596191,
4.480545997619629,
4.317115306854248,
5.8218488693237305,
6.048418998718262,
4.703829765319824,
4.903234481811523,
4.994619846343994,
5.3495659828186035,
5.250288963317871
],
"PredictionsDF": "{\"Prediction\":{\"1\":4.3698482513,\"5\":5.6372189522,\"10\":5.2980246544,\"11\":5.1438856125,\"12\":4.5781373978,\"13\":4.8991885185,\"16\":5.5703878403,\"17\":4.9983844757,\"19\":5.6198186874,\"20\":5.1381831169,\"23\":5.0456757545,\"24\":4.9946198463,\"25\":4.7038297653,\"26\":4.9032344818,\"27\":5.3115625381,\"28\":4.8965725899,\"29\":4.9267282486,\"30\":4.7362375259,\"31\":4.8029828072,\"32\":5.7445063591,\"33\":5.643638134,\"37\":4.9001231194,\"40\":5.2502889633,\"41\":4.4805459976,\"43\":5.2105917931,\"45\":4.3171153069,\"46\":5.7328276634,\"52\":6.7243919373,\"56\":6.6986546516,\"57\":5.1067762375,\"61\":5.8218488693,\"65\":7.0335383415,\"66\":5.4022312164,\"67\":5.5611929893,\"68\":5.6141643524,\"69\":5.4006252289,\"70\":6.7444353104,\"74\":6.200571537,\"76\":6.1930127144,\"77\":6.1385922432,\"79\":5.0947680473,\"82\":5.2975449562,\"83\":5.8729863167,\"86\":6.639731884,\"87\":5.5915975571,\"94\":5.3495659828,\"96\":5.879887104,\"102\":6.8393974304,\"105\":7.7228002548,\"106\":5.7901334763,\"109\":7.1309976578,\"110\":6.4070925713,\"111\":6.1770100594,\"118\":7.2367658615,\"121\":6.244489193,\"123\":6.0484189987,\"124\":7.0207843781,\"128\":6.5738873482,\"129\":6.5085744858,\"132\":6.4075598717,\"133\":6.0674371719,\"137\":6.886636734,\"141\":6.2007966042,\"142\":5.800178051,\"143\":6.6709794998,\"145\":6.3740329742},\"TargetTest\":{\"1\":4.9,\"5\":5.4,\"10\":5.4,\"11\":4.8,\"12\":4.8,\"13\":4.3,\"16\":5.4,\"17\":5.1,\"19\":5.1,\"20\":5.4,\"23\":5.1,\"24\":4.8,\"25\":5.0,\"26\":5.0,\"27\":5.2,\"28\":5.2,\"29\":4.7,\"30\":4.8,\"31\":5.4,\"32\":5.2,\"33\":5.5,\"37\":4.9,\"40\":5.0,\"41\":4.5,\"43\":5.0,\"45\":4.8,\"46\":5.1,\"52\":6.9,\"56\":6.3,\"57\":4.9,\"61\":5.9,\"65\":6.7,\"66\":5.6,\"67\":5.8,\"68\":6.2,\"69\":5.6,\"70\":5.9,\"74\":6.4,\"76\":6.8,\"77\":6.7,\"79\":5.7,\"82\":5.8,\"83\":6.0,\"86\":6.7,\"87\":6.3,\"94\":5.6,\"96\":5.7,\"102\":7.1,\"105\":7.6,\"106\":4.9,\"109\":7.2,\"110\":6.5,\"111\":6.4,\"118\":7.7,\"121\":5.6,\"123\":6.3,\"124\":6.7,\"128\":6.4,\"129\":7.2,\"132\":6.4,\"133\":6.3,\"137\":6.4,\"141\":6.9,\"142\":5.8,\"143\":6.8,\"145\":6.7}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "SepalLength",
"Tracking": {
"End": "2017-05-21 07:27:17",
"Start": "2017-05-21 07:27:17"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
},
"SepalWidth": {
"AUROC": null,
"Accuracy": 0.3683795706046131,
"CVResults": null,
"ConfusionMatrix": null,
"FeatureNames": [
"SepalLength",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IsATradingDay": false,
"MLAlgoName": "xgb-regressor",
"Meta": {},
"PredictRow": "{\"PetalLength\":{\"0\":1.7},\"PetalWidth\":{\"0\":0.2},\"ResultTargetValue\":{\"0\":0},\"SepalLength\":{\"0\":5.4},\"SepalWidth\":{\"0\":3.4}}",
"PredictionAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"PredictionType": "",
"Predictions": [
3.0217373371124268,
3.5310680866241455,
3.532478094100952,
2.3885278701782227,
2.6158268451690674,
3.540309190750122,
2.9313299655914307,
3.020646810531616,
2.6730501651763916,
2.7646617889404297,
2.9260871410369873,
2.9844839572906494,
3.099823236465454,
3.647080183029175,
3.5792973041534424,
2.2428150177001953,
3.042656660079956,
2.9864847660064697,
2.913860559463501,
3.1976332664489746,
3.1559698581695557,
2.850365400314331,
3.620166301727295,
3.041274309158325,
3.035611867904663,
2.981340169906616,
2.8970978260040283,
3.3455488681793213,
3.375870943069458,
3.961207628250122,
3.7383036613464355,
3.810157537460327,
3.0595662593841553,
3.1944806575775146,
3.5604629516601562,
2.890062093734741,
2.6730997562408447,
3.6697311401367188,
3.8909623622894287,
3.584914207458496,
2.740776300430298,
2.7289490699768066,
2.9277522563934326,
3.629493474960327,
3.1559698581695557,
2.677201747894287,
2.573312997817993,
2.9935171604156494,
2.8029303550720215,
3.2181310653686523,
2.912670850753784,
3.237062931060791,
2.4725003242492676,
3.2874200344085693,
2.699653387069702,
3.042508125305176,
3.050663471221924,
3.418984889984131,
3.4373366832733154,
2.9805843830108643,
2.7240257263183594,
3.379375457763672,
3.5753846168518066,
3.220134973526001,
3.091811418533325,
3.4434728622436523
],
"PredictionsDF": "{\"Prediction\":{\"1\":3.2874200344,\"5\":3.8909623623,\"10\":3.647080183,\"11\":3.1559698582,\"12\":3.1944806576,\"13\":2.9844839573,\"16\":3.8101575375,\"17\":3.629493475,\"19\":3.5310680866,\"20\":3.5792973042,\"23\":3.7383036613,\"24\":3.2201349735,\"25\":3.3793754578,\"26\":3.5753846169,\"27\":3.6201663017,\"28\":3.6697311401,\"29\":3.0506634712,\"30\":3.1559698582,\"31\":3.9612076283,\"32\":3.5403091908,\"33\":3.5849142075,\"37\":3.0998232365,\"40\":3.4434728622,\"41\":3.41898489,\"43\":3.5604629517,\"45\":3.4373366833,\"46\":3.3758709431,\"52\":2.6730997562,\"56\":2.9138605595,\"57\":2.2428150177,\"61\":2.980584383,\"65\":2.9313299656,\"66\":3.0595662594,\"67\":2.4725003242,\"68\":3.0425081253,\"69\":2.6730501652,\"70\":2.986484766,\"74\":3.0217373371,\"76\":2.8029303551,\"77\":2.6158268452,\"79\":2.3885278702,\"82\":2.6772017479,\"83\":2.7646617889,\"86\":2.72894907,\"87\":2.9277522564,\"94\":3.0918114185,\"96\":2.9126708508,\"102\":3.3455488682,\"105\":3.2370629311,\"106\":2.8900620937,\"109\":3.2181310654,\"110\":2.926087141,\"111\":2.897097826,\"118\":3.5324780941,\"121\":2.7407763004,\"123\":2.7240257263,\"124\":2.8503654003,\"128\":3.0412743092,\"129\":3.0356118679,\"132\":3.1976332664,\"133\":2.5733129978,\"137\":3.0426566601,\"141\":3.0206468105,\"142\":2.6996533871,\"143\":2.9935171604,\"145\":2.9813401699},\"TargetTest\":{\"1\":3.0,\"5\":3.9,\"10\":3.7,\"11\":3.4,\"12\":3.0,\"13\":3.0,\"16\":3.9,\"17\":3.5,\"19\":3.8,\"20\":3.4,\"23\":3.3,\"24\":3.4,\"25\":3.0,\"26\":3.4,\"27\":3.5,\"28\":3.4,\"29\":3.2,\"30\":3.1,\"31\":3.4,\"32\":4.1,\"33\":4.2,\"37\":3.1,\"40\":3.5,\"41\":2.3,\"43\":3.5,\"45\":3.0,\"46\":3.8,\"52\":3.1,\"56\":3.3,\"57\":2.4,\"61\":3.0,\"65\":3.1,\"66\":3.0,\"67\":2.7,\"68\":2.2,\"69\":2.5,\"70\":3.2,\"74\":2.9,\"76\":2.8,\"77\":3.0,\"79\":2.6,\"82\":2.7,\"83\":2.7,\"86\":3.1,\"87\":2.3,\"94\":2.7,\"96\":2.9,\"102\":3.0,\"105\":3.0,\"106\":2.5,\"109\":3.6,\"110\":3.2,\"111\":2.7,\"118\":2.6,\"121\":2.8,\"123\":2.7,\"124\":3.3,\"128\":2.8,\"129\":3.0,\"132\":2.8,\"133\":2.8,\"137\":3.1,\"141\":3.1,\"142\":2.7,\"143\":3.2,\"145\":3.0}}",
"ProbaPredAPI": null,
"ProbaPreds": null,
"ProbaPredsAPI": {
"NumTreeLimit": 0,
"OutputMargin": false
},
"ProbaPredsDF": null,
"Rankings": [],
"TargetColumnName": "SepalWidth",
"Tracking": {
"End": "2017-05-21 07:27:18",
"Start": "2017-05-21 07:27:17"
},
"UnitsAheadSet": "",
"UnitsAheadType": ""
}
},
"author_name": "",
"cmatrix_json": {},
"description": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"feat_imp_json": {},
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"forecast_json": {},
"id": 4,
"ignore_features": [
"ResultLabel"
],
"joint_json": {},
"labels": "",
"meta_data": {},
"models_json": {
"AlgoModels": [
{
"dbid": 16,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_0"
},
{
"dbid": 17,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_1"
},
{
"dbid": 18,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_2"
},
{
"dbid": 19,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_3"
},
{
"dbid": 20,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_4"
}
]
},
"pair_json": {},
"prediction_type": "predict",
"predictions_json": "{\"Date\":{\"0\":1495351638000,\"1\":1495351638000,\"2\":1495351638000,\"3\":1495351638000,\"4\":1495351638000},\"PredictionAPI\":{\"0\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"1\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"2\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"3\":{\"OutputMargin\":false,\"NumTreeLimit\":0},\"4\":{\"OutputMargin\":false,\"NumTreeLimit\":0}},\"PredictionValue\":{\"0\":5.1381831169,\"1\":3.5792973042,\"2\":1.407212019,\"3\":0.2223286927,\"4\":0.0000279248},\"ProbaPredAPI\":{\"0\":null,\"1\":null,\"2\":null,\"3\":null,\"4\":null},\"TargetColumnName\":{\"0\":\"SepalLength\",\"1\":\"SepalWidth\",\"2\":\"PetalLength\",\"3\":\"PetalWidth\",\"4\":\"ResultTargetValue\"}}",
"scatter_json": {},
"status": "initial",
"tags": "",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"tracking_json": {
"Data": {
"Debug": false,
"Desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"FeatureColumnNames": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"IgnoreFeatures": [
"ResultLabel"
],
"InternalJSON": {},
"LabelColumnName": "ResultLabel",
"MLAlgo": {
"Meta": {
"DatasetName": "iris_regressor",
"FilterMask": null,
"SamplesFilterMask": null,
"Source": {
"CSVFile": "/opt/work/data/src/iris.csv",
"RedisKey": "",
"S3File": ""
},
"UnitsAhead": 0
},
"Name": "xgb-regressor",
"SampleFileterJSON": {},
"Steps": {
"Train": {
"BaseScore": 0.5,
"ColSampleByLevel": 1.0,
"ColSampleByTree": 0.8,
"Debug": false,
"Gamma": 0.0,
"LearningRate": 0.1,
"MaxDeltaStep": 0,
"MaxDepth": 6,
"MinChildWeight": 1,
"NumEstimators": 1000,
"NumThreads": -1,
"Objective": "reg:linear",
"RegAlpha": 0,
"RegLambda": 1,
"ScaledPositionWeight": 1,
"Seed": 27,
"Silent": false,
"SubSample": 0.8
}
},
"TTRatio": 0.1,
"Version": 1
},
"MLJob": {
"id": 4
},
"MLJobResults": {},
"MLJobTrain": {
"id": 4
},
"MLType": "Predict with Filter",
"MaxFeatures": 10,
"Owner": {
"cust": {},
"sub": {},
"user": {
"approved": null,
"campaign": null,
"city": null,
"country": null,
"email": "[email protected]",
"email_pref": "A",
"first_name": null,
"id": 2,
"image": "https://rt-media.s3.amazonaws.com/media/upimages/20170521/3f205bf5.png",
"is_active": true,
"is_admin": true,
"is_staff": true,
"json_data": null,
"last_name": null,
"phone": null,
"privacy_status": "P",
"profile_id": 1,
"profile_status": "A",
"source": null,
"state": null,
"thumbnail": "https://rt-media.s3.amazonaws.com/media/upthumbs/20170521/215eeaf7.png",
"user_id": 2,
"username": "jay",
"zip_code": null
}
},
"PredictionType": "predict",
"TargetColumnName": "ResultLabel",
"TargetColumnValues": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"Title": "Hello World - 2017-05-21-07-27-17",
"TrackingID": "ML_IRIS_REGRESSOR-2-4_f92d91c5ba89484f845e179f7b97d71",
"TrackingName": "IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"UnitsAheadSet": [],
"UnitsAheadType": "",
"Version": 1,
"predict_this_data": {
"PetalLength": 1.7,
"PetalWidth": 0.2,
"ResultTargetValue": 0,
"SepalLength": 5.4,
"SepalWidth": 3.4
}
},
"End": "",
"RLoc": "MODELS:_MODELS_IRIS_REGRESSOR-2-4_LATEST",
"Start": "2017-05-21 07:27:18",
"TrackingID": "_MD_IRIS_REGRESSOR-2-4",
"TrackingName": "_MD_IRIS_REGRESSOR-2-4",
"TrackingType": "UseTargetColAndUnits",
"TrackingVersion": 1
},
"units_ahead_set": [],
"units_ahead_type": "",
"version": 1
},
"manifest": {
"16": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_4a7655_0",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_4_jobresults_4_modelid_16_modelkey_MD_IRIS_REGRESSOR-2-4_4a7655_0.cache.pickle.zlib",
"target": "SepalLength",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_f92d91c5ba89484f845e179f7b97d71",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"17": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_4a7655_1",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_4_jobresults_4_modelid_17_modelkey_MD_IRIS_REGRESSOR-2-4_4a7655_1.cache.pickle.zlib",
"target": "PetalLength",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_f92d91c5ba89484f845e179f7b97d71",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"18": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_4a7655_2",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_4_jobresults_4_modelid_18_modelkey_MD_IRIS_REGRESSOR-2-4_4a7655_2.cache.pickle.zlib",
"target": "PetalWidth",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_f92d91c5ba89484f845e179f7b97d71",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"19": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_4a7655_3",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_4_jobresults_4_modelid_19_modelkey_MD_IRIS_REGRESSOR-2-4_4a7655_3.cache.pickle.zlib",
"target": "SepalWidth",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_f92d91c5ba89484f845e179f7b97d71",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
},
"20": {
"rloc": "MODELS:_MD_IRIS_REGRESSOR-2-4_4a7655_4",
"sloc": "redten-models-west:rt_models_userid_2_job_4_train_4_jobresults_4_modelid_20_modelkey_MD_IRIS_REGRESSOR-2-4_4a7655_4.cache.pickle.zlib",
"target": "ResultTargetValue",
"tracking_id": "ML_IRIS_REGRESSOR-2-4_f92d91c5ba89484f845e179f7b97d71",
"tracking_name": "IRIS_REGRESSOR-2-4",
"tracking_type": "UseTargetColAndUnits"
}
},
"secret_key": "live_2_5be0ef2259ef42b4a31e409460c2ffc8a0348b8beb3450e9ae306936af7c38",
"version": 1
},
"secret_key": "live_2_5be0ef2259ef42b4a31e409460c2ffc8a0348b8beb3450e9ae306936af7c38",
"version": 1
},
"id": 4,
"job": {},
"meta": {},
"models_json": {
"AlgoModels": [
{
"dbid": 16,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_0"
},
{
"dbid": 17,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_1"
},
{
"dbid": 18,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_2"
},
{
"dbid": 19,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_3"
},
{
"dbid": 20,
"key": "_MD_IRIS_REGRESSOR-2-4_4a7655_4"
}
]
},
"rkey": "_MD_IRIS_REGRESSOR-2-4",
"sloc": "redten-analysis-west:IRIS_REGRESSOR-2-4_analysis.json",
"status": "active",
"train": {},
"version": 1
}
],
"images": [
{
"author_name": null,
"desc": null,
"id": 37,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_37_8f27fee2235c44c0.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "ResultTargetValue Importance Analysis",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 38,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_38_17ba9df6461f40bd.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Pair Plot - ResultLabel - /opt/work/data/src/pairplot_IRIS_REGRESSOR-2-4",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 39,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_39_d3211898016341ea.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - SepalLength vs SepalWidth - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_0",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 40,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_40_462729dfec1c4bef.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - SepalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_1",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 41,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_41_b8452e6321354c66.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - PetalLength vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_2",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 42,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_42_49d25605900241bc.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - PetalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_3",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 43,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_43_d001d495634949af.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - ResultTargetValue vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_4",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 44,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_44_7aa6ade09466456d.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - SepalLength vs SepalWidth - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_0",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 45,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_45_f374129c95a94124.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - SepalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_1",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 46,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_46_0f0fff9185ed4fa9.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - PetalLength vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_2",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 47,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_47_8ed4157fe7ef42f7.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - PetalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_3",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 48,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_48_45afcf329f25419c.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - ResultTargetValue vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_4",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 49,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_49_a0371b0920354957.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "ResultTargetValue Importance Analysis",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 50,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_50_7014a272d7444309.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Pair Plot - ResultLabel - /opt/work/data/src/pairplot_IRIS_REGRESSOR-2-4",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 51,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_51_39741b6e80904272.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - SepalLength vs SepalWidth - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_0",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 52,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_52_ebc28040be314232.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - SepalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_1",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 53,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_53_f97f40eaad5749b5.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - PetalLength vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_2",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 54,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_54_f5034f80bc264cb8.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - PetalWidth vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_3",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 55,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_55_1bf98b15ee9a4298.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Scatter - ResultTargetValue vs SepalLength - /opt/work/data/src/scatter_IRIS_REGRESSOR-2-4_4",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 56,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_56_e0ce9976fc0d458c.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - SepalLength vs SepalWidth - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_0",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 57,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_57_62b9b58a6c4049c0.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - SepalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_1",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 58,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_58_254880447bc5425a.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - PetalLength vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_2",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 59,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_59_b259f3705fab49d3.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - PetalWidth vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_3",
"version": 1
},
{
"author_name": null,
"desc": null,
"id": 60,
"image": "https://rt-media.s3.amazonaws.com/media/imagesml/20170521/2_4_60_4db676eb89ef4203.png",
"json_data": null,
"label": null,
"shareable_link": null,
"sloc": null,
"status": "initial",
"title": "Joint Plot - ResultTargetValue vs SepalLength - /opt/work/data/src/jointplot_IRIS_REGRESSOR-2-4_4",
"version": 1
}
],
"job": {
"algo_name": "xgb-regressor",
"control_state": "active",
"created": "2017-05-21 07-27-17",
"csv_file": "/opt/work/data/src/iris.csv",
"desc": "This is a Description for - Hello World - 2017-05-21-07-27-17",
"ds_name": "iris_regressor",
"feature_column_names": [
"SepalLength",
"SepalWidth",
"PetalLength",
"PetalWidth",
"ResultTargetValue"
],
"id": 4,
"ignore_features": [
"ResultLabel"
],
"manifest_secret_key": "live_2_10d383e480d64cf4a84c181519e1a8d63ebf730fdf046dda9dcd0e7bdb52ce",
"manifest_sloc": "redten-models-west:IRIS_REGRESSOR-2-4_manifest.json",
"max_features": 10,
"ml_type": "Predict with Filter",
"prediction_type": "predict",
"rloc": "",
"sloc": "",
"status": "completed",
"target_column_name": "ResultLabel",
"target_column_values": [
"Iris-setosa",
"Iris-versicolor",
"Iris-virginica"
],
"title": "Hello World - 2017-05-21-07-27-17",
"units_ahead_set": [],
"units_ahead_type": "",
"updated": "2017-05-21 07-35-06",
"version": 1
}
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment