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rasbt/onehot-numeric-mixed-data.csv

Last active July 7, 2022 16:44
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A 3-class sample dataset with numeric and categorical features
Raw
onehot-numeric-mixed-data.csv
categorical measurement1 measurement2 label measurement3
F 1.428571429 2.721312902 0 2.089
R 0.685939167 0.982976329 0 0.637
P 1.055817143 0.624210021 0 0.226
S 0.995956364 0.321101265 0 0.138
R 1.376773333 1.578308527 0 0.478
R 0.837229167 1.549647481 0 0.169
Q 1.552222941 2.641907404 0 1.599
E 1.492519333 2.634558656 0 1.052
W 0.816596667 1.168353374 0 0.432
T 1.647231429 2.2768112 0 0.922
Q 1.638657059 2.179326482 0 0.424
K 1.109297727 1.113432864 0 0.696
E 1.6 1.763829574 0 1.631
Y 0.915078095 0.675775904 0 0.783
N 0.894308571 0.684067633 0 0.557
S 1.407069091 0.795193058 0 0.482
S 1.201512727 0.935827283 0 0.925
F 0.782496 0.551574166 0 0.642
S 1.407069091 0.792754314 0 0.033
C 0.434624 0.53636105 0 0
K 1.387287273 1.193163527 0 0.541
C 0.904256 0.766415881 0 0.033
S 1.201512727 0.827709642 0 0.038
D 0.898453333 0.795843389 0 0.1
I 1.066273684 0.532865518 0 0.113
V 1.375185 0.377734316 0 0
Q 1.533647059 1.153558328 0 0.407
K 1.669785455 1.160061645 0 0.979
V 1.32878 0.551698039 0 0.453
E 0.864552 1.028239414 0 0.167
K 0.904750909 0.742418642 0 0.144
E 1.135484 1.277706645 0 0.268
T 1.60144 0.642527697 0 0.746
T 1.232891429 0.641118645 0 0.348
D 1.535013333 1.294078745 0 0.934
K 1.26776 1.16715026 0 0.617
E 1.257549333 0.642267564 0 0.747
R 0.891004167 0.76228163 0 0.547
R 0.8875825 0.801440887 0 0.513
K 1.030839545 0.977708643 0 0.431
Q 1.671774118 0.934201454 0 0.103
R 1.083156667 1.507840445 0 0.584
S 1.492741818 1.35951837 0 0.068
E 1.458454667 1.567819606 0 1.143
H 0.762950588 0.936331548 0 0.994
Q 1.351185882 1.017149806 0 0.173
R 0.8129675 1.219508973 0 0.501
R 0.711755 0.738966793 0 0.69
R 0.758035833 2.302077237 0 1.516
N 1.286329286 2.25419403 0 0.748
H 0.670514118 1.215420045 0 0.333
W 0.634484167 0.861644489 0 0.781
H 0.885951176 0.798552225 0 0.264
Y 0.77435714 0.599198195 0 0.176
T 1.399160714 0.207756929 0 0.075
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F 1.0095745 0.458469569 0 0.189
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K 1.303469545 0.738505584 0 0.311
Q 1.08277 0.548323893 0 0.169
I 1.074603684 0.459764587 0 0
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I 1.392257895 0.380386626 0 0.075
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F 0.65295 0.830389081 0 0
L 1.531422632 0.732554003 0 1.09
R 1.042810833 0.756847221 0 0.599
S 1.078320909 1.145107167 0 0
E 1.645128 1.263836645 0 1.085
S 1.516083636 1.186148942 0 0.549
P 1.036263571 1.136322422 0 0.642
E 1.040932667 1.212128176 0 0.54
Q 1.475648235 1.099169547 0 0.51
Q 1.686877647 1.095752871 0 1.352
K 1.351048182 1.087294516 0 0.431
Y 0.5708 0.891669003 0 0
D 0.307700833 0.793647913 0 0.067
Q 1.241357059 0.998627617 0 0.1
S 1.516083636 1.099169547 0 0.352
E 1.645128 1.247419936 0 0.754
S 1.516083636 1.185628107 0 0.902
K 1.714285455 1.595172417 0 1.313
K 1.541973636 1.676122594 0 0.943
T 0.996045 0.916438644 0 0.34
P 0.906167143 0.348409928 0 0.189
R 1.519065 0.965669156 0 0.174
I 1.684210526 0.763066145 0 0.466
R 0.925654167 0.597721589 0 0.41
V 1.521448125 0.333793984 0 0.261
K 1.713903636 1.382060847 0 1.652
G 1.208222857 0 0 0
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G 1.777777778 0 0 0
S 0.971072727 0.504105027 0 0.033
I 1.195709474 0.603627472 0 0.151
R 1.259058333 1.300279706 0 1.351
S 0.288868182 0.75187711 0 0.515
W 0.654191667 1.763527738 0 0.96
T 0.92515 0.697041729 0 0.356
N 0.507271429 0.679301429 0 0.285
N 0.931894286 1.033683605 0 0.272
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R 1.121892917 0.49815789 0 0.52
R 1.461574583 1.109832605 0 1.242
Q 1.194679412 1.170632157 0 0.811
F 0.823585 1.110149778 0 0
R 1.131745833 0.929831584 0 0.585
Y 0.837323333 0.999827618 0 1.064
H 0.857265294 1.041871213 0 0.207
L 1.415854211 0.908074011 0 0.214
N 0.518943571 0.996052846 0 0.189
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P 1.077917143 1.01409621 0 0.566
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K 1.132680455 0.886397737 0 0.82
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L 1.654630526 1.716099559 0 1.35
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P 0.899906429 0.681098166 0 0
P 0.899906429 0.683784187 0 0.075
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I 1.16842 0.862632505 0 0.415
T 0.942854286 0.598630914 0 0
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