Created
April 19, 2019 13:21
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Example JSON output for single tree of RandomForestRegressor
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{ | |
"i": 0, | |
"tree_undefined": -2, | |
"features": [ | |
3, | |
3, | |
2, | |
3, | |
-2, | |
-2, | |
-2, | |
0, | |
2, | |
0, | |
2, | |
-2, | |
-2, | |
-2, | |
-2, | |
0, | |
-2, | |
-2, | |
-2 | |
], | |
"thresholds": [ | |
4.5, | |
3.5, | |
33768144.0, | |
6.5, | |
-2.0, | |
-2.0, | |
-2.0, | |
1549029605376.0, | |
-77179120.0, | |
1549032226816.0, | |
-77114288.0, | |
-2.0, | |
-2.0, | |
-2.0, | |
-2.0, | |
1548996575232.0, | |
-2.0, | |
-2.0, | |
-2.0 | |
], | |
"children_left": [ | |
1, | |
5, | |
3, | |
7, | |
-1, | |
-1, | |
-1, | |
13, | |
9, | |
15, | |
11, | |
-1, | |
-1, | |
-1, | |
-1, | |
17, | |
-1, | |
-1, | |
-1 | |
], | |
"children_right": [ | |
2, | |
6, | |
4, | |
8, | |
-1, | |
-1, | |
-1, | |
14, | |
10, | |
16, | |
12, | |
-1, | |
-1, | |
-1, | |
-1, | |
18, | |
-1, | |
-1, | |
-1 | |
], | |
"values": [ | |
0.6594487000000075, | |
0.9145625756475672, | |
0.4798822627364122, | |
0.4834432568050591, | |
0.06377510040160636, | |
0.9691637515674878, | |
0.8829381857104491, | |
0.459183710313877, | |
0.5318811473299319, | |
0.5112735667564436, | |
0.6158954248366034, | |
0.8693743372216338, | |
0.5329562803608617, | |
0.4425310059715218, | |
0.4805052049638307, | |
0.48827073070607685, | |
0.5495880341880378, | |
0.5426929092805026, | |
0.45293500338523907 | |
] | |
} |
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