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vastorbit.machine_learning.vast.ensemble.RandomForestRegressor.get_tree

RandomForestRegressor.get_tree(tree_id: int = 0) → TableSample

Returns a table with all the input tree information.

Parameters:

tree_id (int, optional) – Unique tree identifier, an integer in the range [0, n_estimators - 1].

Returns:

tree.

Return type:

TableSample

Examples

We import vastorbit:

import vastorbit as vo

For this example, we will use the winequality dataset.

import vastorbit.datasets as vod

data = vod.load_winequality()
123
fixed_acidity
Decimal(6, 3)
123
volatile_acidity
Decimal(7, 4)
123
citric_acid
Decimal(6, 3)
123
residual_sugar
Decimal(7, 3)
123
chlorides
Double
123
free_sulfur_dioxide
Decimal(7, 2)
123
total_sulfur_dioxide
Decimal(7, 2)
123
density
Double
123
ph
Decimal(6, 3)
123
sulphates
Decimal(6, 3)
123
alcohol
Double
123
quality
Integer
123
good
Integer
Abc
color
Varchar(20)
16.30.670.4812.60.05257.0222.00.99793.170.529.360white
27.40.40.295.40.04431.0122.00.9943.30.511.181white
37.10.260.312.20.04429.0128.00.99373.340.6410.981white
49.00.310.486.60.04311.073.00.99382.90.3811.650white
56.30.390.246.90.0699.0117.00.99423.150.3510.240white
68.20.220.366.80.03412.090.00.99443.010.3810.581white
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87.30.250.3613.10.0535.0200.00.99863.040.468.971white
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107.10.260.325.90.03739.097.00.99343.310.411.660white
117.00.20.345.70.03532.083.00.99283.190.4611.560white
126.90.30.334.10.03526.0155.00.99253.250.7912.381white
138.10.290.497.10.04222.0124.00.99443.140.4110.860white
145.80.170.31.40.03755.0130.00.99093.290.3811.360white
155.90.4150.020.80.03822.063.00.99323.360.369.350white
166.60.230.261.30.04516.0128.00.99343.360.610.060white
178.60.550.3515.550.05735.5366.51.00013.040.6311.030white
186.90.350.741.00.04418.0132.00.9923.130.5510.250white
197.60.140.741.60.0427.0103.00.99163.070.410.871white
209.20.280.4911.80.04229.0137.00.9983.10.3410.140white
216.20.180.494.50.04717.090.00.99193.270.3711.660white
225.30.1650.241.10.05125.0105.00.99253.320.479.150white
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248.10.290.497.10.04222.0124.00.99443.140.4110.860white
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288.20.180.491.10.03328.081.00.99233.00.6810.471white
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368.50.560.7417.850.05151.0243.01.00052.990.79.250white
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407.20.260.7413.60.0556.0162.00.9983.030.448.850white
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1007.40.190.499.30.0326.0132.00.9942.990.3211.071white
Rows: 1-100 | Columns: 14

Let’s divide the dataset into training and testing subsets.

data = vod.load_winequality()
train, test = data.train_test_split(test_size = 0.2)

We import the model:

from vastorbit.machine_learning.vast import RandomForestClassifier

Then we can create the model:

model = RandomForestClassifier(
    n_estimators = 5
)

We can now fit the model:

model.fit(
    train,
    [
        "fixed_acidity",
        "volatile_acidity",
        "citric_acid",
        "residual_sugar",
        "chlorides",
        "density",
    ],
    "good",
    test,
)

To get the input tree:

model.get_tree(tree_id = 0)
tree_idnode_idnode_depthis_leafleft_child_idright_child_idsplit_predictorsplit_valueis_categorical_splitpredictionprobability/variancetraining_row_count
1000✗1526"density"0.9924049973487854✗[null][null]3289
2011✗2321"density"0.9912049770355225✗[null][null]850
3022✗358"residual_sugar"1.225000023841858✗[null][null]480
4033✗49"density"0.9888699948787689✗[null][null]106
5044✗56"fixed_acidity"4.799999952316284✗[null][null]11
6055✓[null][null][null][null][null]0.01.01
7065✗78"residual_sugar"1.050000011920929✗[null][null]10
8076✓[null][null][null][null][null]0.01.02
9086✓[null][null][null][null][null]1.01.08
10094✗1049"citric_acid"0.38499999046325684✗[null][null]95
110105✗1112"citric_acid"0.2750000059604645✗[null][null]78
120116✓[null][null][null][null][null]0.01.016
130126✗1314"fixed_acidity"5.0✗[null][null]62
140137✓[null][null][null][null][null]1.01.01
150147✗1528"volatile_acidity"0.17500000447034836✗[null][null]61
160158✗1617"volatile_acidity"0.1249999962747097✗[null][null]13
170169✓[null][null][null][null][null]0.01.02
180179✗1827"density"0.9911050200462341✗[null][null]11
1901810✗1926"density"0.9906850159168243✗[null][null]10
2001911✗2025"density"0.9902400076389313✗[null][null]6
2102012✗2122"chlorides"0.03550000116229057✗[null][null]4
2202113✓[null][null][null][null][null]1.01.02
2302213✗2324"citric_acid"0.33500000834465027✗[null][null]2
2402314✓[null][null][null][null][null]1.01.01
2502414✓[null][null][null][null][null]0.01.01
2602512✓[null][null][null][null][null]0.01.02
2702611✓[null][null][null][null][null]1.01.04
2802710✓[null][null][null][null][null]0.01.01
290288✗2946"volatile_acidity"0.3799999952316284✗[null][null]48
300299✗3041"volatile_acidity"0.22500000149011612✗[null][null]45
3103010✗3134"chlorides"0.0345000009983778✗[null][null]16
3203111✗3233"chlorides"0.02650000061839819✗[null][null]5
3303212✓[null][null][null][null][null]0.01.03
3403312✓[null][null][null][null][null]1.01.02
3503411✗3540"fixed_acidity"6.099999904632568✗[null][null]11
3603512✗3637"citric_acid"0.32500000298023224✗[null][null]6
3703613✓[null][null][null][null][null]0.01.03
3803713✗3839"chlorides"0.03749999962747097✗[null][null]3
3903814✓[null][null][null][null][null]0.01.02
4003914✓[null][null][null][null][null]1.01.01
4104012✓[null][null][null][null][null]0.01.05
4204110✗4243"density"0.9911099970340729✗[null][null]29
4304211✓[null][null][null][null][null]0.01.027
4404311✗4445"density"0.9911600053310394✗[null][null]2
4504412✓[null][null][null][null][null]1.01.01
4604512✓[null][null][null][null][null]0.01.01
470469✗4748"density"0.9905999898910522✗[null][null]3
4804710✓[null][null][null][null][null]0.01.02
4904810✓[null][null][null][null][null]1.01.01
500495✗5051"volatile_acidity"0.13499999791383743✗[null][null]17
510506✓[null][null][null][null][null]1.01.03
520516✗5253"density"0.9892300069332123✗[null][null]14
530527✓[null][null][null][null][null]1.01.02
540537✗5457"volatile_acidity"0.17499999701976776✗[null][null]12
550548✗5556"chlorides"0.03650000039488077✗[null][null]5
560559✓[null][null][null][null][null]0.01.02
570569✓[null][null][null][null][null]1.01.03
580578✓[null][null][null][null][null]0.01.07
590583✗59288"chlorides"0.042500000447034836✗[null][null]374
600594✗60241"residual_sugar"3.950000047683716✗[null][null]331
610605✗6162"volatile_acidity"0.12999999895691872✗[null][null]253
620616✓[null][null][null][null][null]1.01.04
630626✗63214"citric_acid"0.39499999582767487✗[null][null]249
640637✗64213"fixed_acidity"7.8500001430511475✗[null][null]213
650648✗65194"residual_sugar"3.350000023841858✗[null][null]208
660659✗66177"volatile_acidity"0.39499999582767487✗[null][null]186
6706610✗67176"volatile_acidity"0.375✗[null][null]161
6806711✗6883"chlorides"0.025500000454485416✗[null][null]157
6906812✗6980"residual_sugar"2.3000000715255737✗[null][null]24
7006913✗7079"chlorides"0.022499999962747097✗[null][null]18
7107014✗7172"volatile_acidity"0.23499999195337296✗[null][null]10
7207115✓[null][null][null][null][null]1.01.02
7307215✗7376"volatile_acidity"0.3149999976158142✗[null][null]8
7407316✗7475"density"0.9906499981880188✗[null][null]5
7507417✓[null][null][null][null][null]0.01.04
7607517✓[null][null][null][null][null]1.01.01
7707616✗7778"fixed_acidity"7.0✗[null][null]3
7807717✓[null][null][null][null][null]1.01.02
7907817✓[null][null][null][null][null]0.01.01
8007914✓[null][null][null][null][null]0.01.08
8108013✗8182"fixed_acidity"7.049999952316284✗[null][null]6
8208114✓[null][null][null][null][null]1.01.05
8308214✓[null][null][null][null][null]0.01.01
8408312✗8485"volatile_acidity"0.1525000035762787✗[null][null]133
8508413✓[null][null][null][null][null]0.01.03
8608513✗8691"citric_acid"0.23499999940395355✗[null][null]130
8708614✗8790"chlorides"0.030499999411404133✗[null][null]13
8808715✗8889"citric_acid"0.22500000149011612✗[null][null]7
8908816✓[null][null][null][null][null]1.01.06
9008916✓[null][null][null][null][null]0.01.01
9109015✓[null][null][null][null][null]0.01.06
9209114✗92157"chlorides"0.03849999979138374✗[null][null]117
9309215✗9394"fixed_acidity"5.450000047683716✗[null][null]95
9409316✓[null][null][null][null][null]1.01.05
9509416✗95128"chlorides"0.03350000083446503✗[null][null]90
9609517✗9699"chlorides"0.02850000001490116✗[null][null]45
9709618✗9798"residual_sugar"2.850000023841858✗[null][null]7
9809719✓[null][null][null][null][null]1.01.06
9909819✓[null][null][null][null][null]0.01.01
10009918✗100103"residual_sugar"1.449999988079071✗[null][null]38
101010019✗101102"chlorides"0.032500000670552254✗[null][null]8
102010120✓[null][null][null][null][null]1.01.07
103010220✓[null][null][null][null][null]0.01.01
104010319✗104119"residual_sugar"1.8499999642372131✗[null][null]30
105010420✗105106"density"0.9896299839019775✗[null][null]17
106010521✓[null][null][null][null][null]0.01.05
107010621✗107118"residual_sugar"1.75✗[null][null]12
108010722✗108117"citric_acid"0.35999999940395355✗[null][null]9
109010823✗109116"volatile_acidity"0.36500000953674316✗[null][null]8
110010924✗110111"fixed_acidity"5.950000047683716✗[null][null]7
111011025✓[null][null][null][null][null]0.01.03
112011125✗112113"residual_sugar"1.6500000357627869✗[null][null]4
113011226✓[null][null][null][null][null]0.01.01
114011326✗114115"chlorides"0.030500000342726707✗[null][null]3
115011427✓[null][null][null][null][null]0.01.01
116011527✓[null][null][null][null][null]1.01.02
117011624✓[null][null][null][null][null]1.01.01
118011723✓[null][null][null][null][null]1.01.01
119011822✓[null][null][null][null][null]0.01.03
120011920✗120121"fixed_acidity"6.049999952316284✗[null][null]13
121012021✓[null][null][null][null][null]1.01.04
122012121✗122125"chlorides"0.030499999411404133✗[null][null]9
123012222✗123124"volatile_acidity"0.22499999403953552✗[null][null]4
124012323✓[null][null][null][null][null]1.01.01
125012423✓[null][null][null][null][null]0.01.03
126012522✗126127"fixed_acidity"6.1499998569488525✗[null][null]5
127012623✓[null][null][null][null][null]0.01.01
128012723✓[null][null][null][null][null]1.01.04
129012817✗129134"fixed_acidity"5.950000047683716✗[null][null]45
130012918✗130131"volatile_acidity"0.26999999582767487✗[null][null]5
131013019✓[null][null][null][null][null]0.01.03
132013119✗132133"chlorides"0.036000000312924385✗[null][null]2
133013220✓[null][null][null][null][null]0.01.01
134013320✓[null][null][null][null][null]1.01.01
135013418✗135148"chlorides"0.03749999962747097✗[null][null]40
136013519✗136139"residual_sugar"1.3499999642372131✗[null][null]32
137013620✗137138"citric_acid"0.3150000125169754✗[null][null]3
138013721✓[null][null][null][null][null]1.01.01
139013821✓[null][null][null][null][null]0.01.02
140013920✗140147"fixed_acidity"6.3500001430511475✗[null][null]29
141014021✗141146"citric_acid"0.3149999976158142✗[null][null]12
142014122✗142145"volatile_acidity"0.26500000059604645✗[null][null]10
143014223✗143144"fixed_acidity"6.099999904632568✗[null][null]2
144014324✓[null][null][null][null][null]1.01.01
145014424✓[null][null][null][null][null]0.01.01
146014523✓[null][null][null][null][null]1.01.08
147014622✓[null][null][null][null][null]0.01.02
148014721✓[null][null][null][null][null]1.01.017
149014819✗149150"density"0.9909699857234955✗[null][null]8
150014920✓[null][null][null][null][null]1.01.03
151015020✗151152"volatile_acidity"0.24000000208616257✗[null][null]5
152015121✓[null][null][null][null][null]1.01.01
153015221✗153156"residual_sugar"2.850000023841858✗[null][null]4
154015322✗154155"citric_acid"0.3199999928474426✗[null][null]3
155015423✓[null][null][null][null][null]1.01.01
156015523✓[null][null][null][null][null]0.01.02
157015622✓[null][null][null][null][null]1.01.01
158015715✗158161"volatile_acidity"0.1850000023841858✗[null][null]22
159015816✗159160"residual_sugar"1.550000011920929✗[null][null]5
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1278012776✗12781285"density"0.9988499879837036✗[null][null]96
1279012787✗12791280"density"0.9985499978065491✗[null][null]46
1280012798✓[null][null][null][null][null]0.01.031
1281012808✗12811284"density"0.9986700117588043✗[null][null]15
1282012819✗12821283"chlorides"0.09349999949336052✗[null][null]6
12830128210✓[null][null][null][null][null]0.01.04
12840128310✓[null][null][null][null][null]1.01.02
1285012849✓[null][null][null][null][null]0.01.09
1286012857✗12861299"fixed_acidity"14.650000095367432✗[null][null]50
1287012868✗12871288"density"0.9989500045776367✗[null][null]48
1288012879✓[null][null][null][null][null]1.01.01
1289012889✗12891290"chlorides"0.08150000125169754✗[null][null]47
12900128910✓[null][null][null][null][null]0.01.022
12910129010✗12911294"volatile_acidity"0.3200000077486038✗[null][null]25
12920129111✗12921293"residual_sugar"2.75✗[null][null]3
12930129212✓[null][null][null][null][null]1.01.02
12940129312✓[null][null][null][null][null]0.01.01
12950129411✗12951296"residual_sugar"2.950000047683716✗[null][null]22
12960129512✓[null][null][null][null][null]0.01.018
12970129612✗12971298"density"1.0002000033855438✗[null][null]4
12980129713✓[null][null][null][null][null]1.01.01
12990129813✓[null][null][null][null][null]0.01.03
1300012998✓[null][null][null][null][null]1.01.02
1301013006✗13011302"volatile_acidity"0.3200000077486038✗[null][null]31
1302013017✓[null][null][null][null][null]0.01.07
1303013027✗13031314"density"1.0011099576950073✗[null][null]24
1304013038✗13041313"chlorides"0.09850000217556953✗[null][null]16
1305013049✗13051308"chlorides"0.07250000163912773✗[null][null]13
13060130510✗13061307"citric_acid"0.6699999868869781✗[null][null]4
13070130611✓[null][null][null][null][null]0.01.03
13080130711✓[null][null][null][null][null]1.01.01
13090130810✗13091310"volatile_acidity"0.4650000035762787✗[null][null]9
13100130911✓[null][null][null][null][null]1.01.06
13110131011✗13111312"residual_sugar"4.3999998569488525✗[null][null]3
13120131112✓[null][null][null][null][null]0.01.02
13130131212✓[null][null][null][null][null]1.01.01
1314013139✓[null][null][null][null][null]0.01.03
1315013148✗13151316"volatile_acidity"0.5775000154972076✗[null][null]8
1316013159✓[null][null][null][null][null]0.01.04
1317013169✗13171318"citric_acid"0.5750000178813934✗[null][null]4
13180131710✓[null][null][null][null][null]0.01.02
13190131810✓[null][null][null][null][null]1.01.02
Rows: 1-1319 | Columns: 12

Important

For this example, a specific model is utilized, and it may not correspond exactly to the model you are working with. To see a comprehensive example specific to your class of interest, please refer to that particular class.