vastorbit.machine_learning.vast.ensemble.GradientBoostingClassifier.get_tree¶
- GradientBoostingClassifier.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
integerin the range[0, n_estimators - 1].- Returns:
tree.
- Return type:
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()
123fixed_acidityDecimal(6, 3)123volatile_acidityDecimal(7, 4)123citric_acidDecimal(6, 3)123residual_sugarDecimal(7, 3)123chloridesDouble123free_sulfur_dioxideDecimal(7, 2)123total_sulfur_dioxideDecimal(7, 2)123densityDouble123phDecimal(6, 3)123sulphatesDecimal(6, 3)123alcoholDouble123qualityInteger123goodIntegerAbccolorVarchar(20)1 6.3 0.67 0.48 12.6 0.052 57.0 222.0 0.9979 3.17 0.52 9.3 6 0 white 2 7.4 0.4 0.29 5.4 0.044 31.0 122.0 0.994 3.3 0.5 11.1 8 1 white 3 7.1 0.26 0.31 2.2 0.044 29.0 128.0 0.9937 3.34 0.64 10.9 8 1 white 4 9.0 0.31 0.48 6.6 0.043 11.0 73.0 0.9938 2.9 0.38 11.6 5 0 white 5 6.3 0.39 0.24 6.9 0.069 9.0 117.0 0.9942 3.15 0.35 10.2 4 0 white 6 8.2 0.22 0.36 6.8 0.034 12.0 90.0 0.9944 3.01 0.38 10.5 8 1 white 7 7.1 0.19 0.28 3.6 0.033 16.0 78.0 0.993 2.91 0.78 11.4 6 0 white 8 7.3 0.25 0.36 13.1 0.05 35.0 200.0 0.9986 3.04 0.46 8.9 7 1 white 9 7.9 0.2 0.34 1.2 0.04 29.0 118.0 0.9932 3.14 0.41 10.6 6 0 white 10 7.1 0.26 0.32 5.9 0.037 39.0 97.0 0.9934 3.31 0.4 11.6 6 0 white 11 7.0 0.2 0.34 5.7 0.035 32.0 83.0 0.9928 3.19 0.46 11.5 6 0 white 12 6.9 0.3 0.33 4.1 0.035 26.0 155.0 0.9925 3.25 0.79 12.3 8 1 white 13 8.1 0.29 0.49 7.1 0.042 22.0 124.0 0.9944 3.14 0.41 10.8 6 0 white 14 5.8 0.17 0.3 1.4 0.037 55.0 130.0 0.9909 3.29 0.38 11.3 6 0 white 15 5.9 0.415 0.02 0.8 0.038 22.0 63.0 0.9932 3.36 0.36 9.3 5 0 white 16 6.6 0.23 0.26 1.3 0.045 16.0 128.0 0.9934 3.36 0.6 10.0 6 0 white 17 8.6 0.55 0.35 15.55 0.057 35.5 366.5 1.0001 3.04 0.63 11.0 3 0 white 18 6.9 0.35 0.74 1.0 0.044 18.0 132.0 0.992 3.13 0.55 10.2 5 0 white 19 7.6 0.14 0.74 1.6 0.04 27.0 103.0 0.9916 3.07 0.4 10.8 7 1 white 20 9.2 0.28 0.49 11.8 0.042 29.0 137.0 0.998 3.1 0.34 10.1 4 0 white 21 6.2 0.18 0.49 4.5 0.047 17.0 90.0 0.9919 3.27 0.37 11.6 6 0 white 22 5.3 0.165 0.24 1.1 0.051 25.0 105.0 0.9925 3.32 0.47 9.1 5 0 white 23 9.8 0.25 0.74 10.0 0.056 36.0 225.0 0.9977 3.06 0.43 10.0 4 0 white 24 8.1 0.29 0.49 7.1 0.042 22.0 124.0 0.9944 3.14 0.41 10.8 6 0 white 25 6.8 0.22 0.49 0.9 0.052 26.0 128.0 0.991 3.25 0.35 11.4 6 0 white 26 7.2 0.22 0.49 1.0 0.045 34.0 140.0 0.99 3.05 0.34 12.7 6 0 white 27 7.4 0.25 0.49 1.1 0.042 35.0 156.0 0.9917 3.13 0.55 11.3 5 0 white 28 8.2 0.18 0.49 1.1 0.033 28.0 81.0 0.9923 3.0 0.68 10.4 7 1 white 29 6.1 0.22 0.49 1.5 0.051 18.0 87.0 0.9928 3.3 0.46 9.6 5 0 white 30 7.0 0.39 0.24 1.0 0.048 8.0 119.0 0.9923 3.0 0.31 10.1 4 0 white 31 6.1 0.22 0.49 1.5 0.051 18.0 87.0 0.9928 3.3 0.46 9.6 5 0 white 32 6.5 0.36 0.49 2.9 0.03 16.0 94.0 0.9902 3.1 0.49 12.1 7 1 white 33 7.1 0.29 0.49 1.2 0.031 32.0 99.0 0.9893 3.07 0.33 12.2 6 0 white 34 7.4 0.25 0.49 1.1 0.042 35.0 156.0 0.9917 3.13 0.55 11.3 5 0 white 35 6.9 0.23 0.24 14.2 0.053 19.0 94.0 0.9982 3.17 0.5 9.6 5 0 white 36 8.5 0.56 0.74 17.85 0.051 51.0 243.0 1.0005 2.99 0.7 9.2 5 0 white 37 8.2 0.18 0.49 1.1 0.033 28.0 81.0 0.9923 3.0 0.68 10.4 7 1 white 38 6.3 0.23 0.49 7.1 0.05 67.0 210.0 0.9951 3.23 0.34 9.5 5 0 white 39 6.1 0.25 0.49 7.6 0.052 67.0 226.0 0.9956 3.16 0.47 8.9 5 0 white 40 7.2 0.26 0.74 13.6 0.05 56.0 162.0 0.998 3.03 0.44 8.8 5 0 white 41 7.2 0.31 0.24 1.4 0.057 17.0 117.0 0.9928 3.16 0.35 10.5 5 0 white 42 8.0 0.25 0.49 1.2 0.061 27.0 117.0 0.9938 3.08 0.34 9.4 5 0 white 43 7.0 0.18 0.49 5.3 0.04 34.0 125.0 0.9914 3.24 0.4 12.2 6 0 white 44 7.8 0.43 0.49 13.0 0.033 37.0 158.0 0.9955 3.14 0.35 11.3 6 0 white 45 8.3 0.2 0.74 4.45 0.044 33.0 130.0 0.9924 3.25 0.42 12.2 6 0 white 46 6.3 0.27 0.49 1.2 0.063 35.0 92.0 0.9911 3.38 0.42 12.2 6 0 white 47 7.4 0.16 0.49 1.2 0.055 18.0 150.0 0.9917 3.23 0.47 11.2 6 0 white 48 7.4 0.16 0.49 1.2 0.055 18.0 150.0 0.9917 3.23 0.47 11.2 6 0 white 49 6.9 0.19 0.49 6.6 0.036 49.0 172.0 0.9932 3.2 0.27 11.5 6 0 white 50 7.8 0.43 0.49 13.0 0.033 37.0 158.0 0.9955 3.14 0.35 11.3 6 0 white 51 7.2 0.4 0.49 1.1 0.048 11.0 138.0 0.9929 3.01 0.42 9.3 5 0 white 52 7.8 0.43 0.49 13.0 0.033 37.0 158.0 0.9955 3.14 0.35 11.3 6 0 white 53 7.6 0.52 0.49 14.0 0.034 37.0 156.0 0.9958 3.14 0.38 11.8 7 1 white 54 8.3 0.21 0.49 19.8 0.054 50.0 231.0 1.0012 2.99 0.54 9.2 5 0 white 55 6.9 0.34 0.74 11.2 0.069 44.0 150.0 0.9968 3.0 0.81 9.2 5 0 white 56 6.3 0.27 0.49 1.2 0.063 35.0 92.0 0.9911 3.38 0.42 12.2 6 0 white 57 8.3 0.2 0.74 4.45 0.044 33.0 130.0 0.9924 3.25 0.42 12.2 6 0 white 58 7.1 0.22 0.74 2.7 0.044 42.0 144.0 0.991 3.31 0.41 12.2 6 0 white 59 7.9 0.11 0.49 4.5 0.048 27.0 133.0 0.9946 3.24 0.42 10.6 6 0 white 60 8.5 0.17 0.74 3.6 0.05 29.0 128.0 0.9928 3.28 0.4 12.4 6 0 white 61 6.4 0.145 0.49 5.4 0.048 54.0 164.0 0.9946 3.56 0.44 10.8 6 0 white 62 7.4 0.16 0.49 1.2 0.055 18.0 150.0 0.9917 3.23 0.47 11.2 6 0 white 63 8.3 0.19 0.49 1.2 0.051 11.0 137.0 0.9918 3.06 0.46 11.0 6 0 white 64 8.0 0.44 0.49 9.1 0.031 46.0 151.0 0.9926 3.16 0.27 12.7 8 1 white 65 7.0 0.2 0.74 0.8 0.044 19.0 163.0 0.9931 3.46 0.53 10.2 5 0 white 66 6.9 0.19 0.49 6.6 0.036 49.0 172.0 0.9932 3.2 0.27 11.5 6 0 white 67 7.1 0.25 0.49 3.0 0.03 30.0 96.0 0.9903 3.13 0.39 12.3 7 1 white 68 6.5 0.24 0.24 1.6 0.046 15.0 60.0 0.9928 3.19 0.39 9.8 5 0 white 69 7.2 0.4 0.49 1.1 0.048 11.0 138.0 0.9929 3.01 0.42 9.3 5 0 white 70 7.6 0.52 0.49 14.0 0.034 37.0 156.0 0.9958 3.14 0.38 11.8 7 1 white 71 7.8 0.43 0.49 13.0 0.033 37.0 158.0 0.9955 3.14 0.35 11.3 6 0 white 72 7.8 0.21 0.49 1.35 0.052 6.0 48.0 0.9911 3.15 0.28 11.4 5 0 white 73 7.0 0.2 0.49 5.9 0.038 39.0 128.0 0.9938 3.21 0.48 10.8 6 0 white 74 6.9 0.25 0.24 3.6 0.057 13.0 85.0 0.9942 2.99 0.48 9.5 4 0 white 75 7.2 0.08 0.49 1.3 0.05 18.0 148.0 0.9945 3.46 0.44 10.2 6 0 white 76 7.1 0.85 0.49 8.7 0.028 40.0 184.0 0.9962 3.22 0.36 10.7 5 0 white 77 7.6 0.51 0.24 1.2 0.04 10.0 104.0 0.992 3.05 0.29 10.8 6 0 white 78 7.9 0.22 0.24 4.6 0.044 39.0 159.0 0.9927 2.99 0.28 11.5 6 0 white 79 7.7 0.16 0.49 2.0 0.056 20.0 124.0 0.9948 3.32 0.49 10.7 6 0 white 80 7.2 0.08 0.49 1.3 0.05 18.0 148.0 0.9945 3.46 0.44 10.2 6 0 white 81 6.6 0.25 0.24 1.7 0.048 26.0 124.0 0.9942 3.37 0.6 10.1 6 0 white 82 6.7 0.16 0.49 2.4 0.046 57.0 187.0 0.9952 3.62 0.81 10.4 6 0 white 83 6.9 0.25 0.24 3.6 0.057 13.0 85.0 0.9942 2.99 0.48 9.5 4 0 white 84 7.5 0.32 0.24 4.6 0.053 8.0 134.0 0.9958 3.14 0.5 9.1 3 0 white 85 7.4 0.28 0.49 1.5 0.034 20.0 126.0 0.9918 2.98 0.39 10.6 6 0 white 86 6.2 0.15 0.49 0.9 0.033 17.0 51.0 0.9932 3.3 0.7 9.4 6 0 white 87 6.7 0.25 0.74 19.4 0.054 44.0 169.0 1.0004 3.51 0.45 9.8 6 0 white 88 6.5 0.26 0.74 13.3 0.044 68.0 224.0 0.9972 3.18 0.54 9.5 6 0 white 89 7.9 0.16 0.74 17.85 0.037 52.0 187.0 0.9998 2.99 0.41 9.3 5 0 white 90 5.6 0.185 0.49 1.1 0.03 28.0 117.0 0.9918 3.55 0.45 10.3 6 0 white 91 7.5 0.2 0.49 1.3 0.031 8.0 97.0 0.9918 3.06 0.62 11.1 5 0 white 92 8.0 0.3 0.49 9.4 0.046 47.0 188.0 0.9964 3.14 0.48 10.0 5 0 white 93 8.0 0.34 0.49 9.0 0.033 39.0 180.0 0.9936 3.13 0.38 12.3 8 1 white 94 7.7 0.35 0.49 8.65 0.033 42.0 186.0 0.9931 3.14 0.38 12.4 8 1 white 95 7.6 0.29 0.49 9.6 0.03 45.0 197.0 0.9938 3.13 0.38 12.3 7 1 white 96 6.7 0.62 0.24 1.1 0.039 6.0 62.0 0.9934 3.41 0.32 10.4 5 0 white 97 6.8 0.27 0.49 1.2 0.044 35.0 126.0 0.99 3.13 0.48 12.1 7 1 white 98 7.7 0.27 0.49 1.8 0.041 23.0 86.0 0.9914 3.16 0.42 12.5 6 0 white 99 6.7 0.51 0.24 2.1 0.043 14.0 155.0 0.9904 3.22 0.6 13.0 6 0 white 100 7.4 0.19 0.49 9.3 0.03 26.0 132.0 0.994 2.99 0.32 11.0 7 1 white Rows: 1-100 | Columns: 14Let’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_id node_id node_depth is_leaf left_child_id right_child_id split_predictor split_value is_categorical_split prediction probability/variance training_row_count 1 0 0 0 ✗ 1 526 "density" 0.9924049973487854 ✗ [null] [null] 3289 2 0 1 1 ✗ 2 321 "density" 0.9912049770355225 ✗ [null] [null] 850 3 0 2 2 ✗ 3 58 "residual_sugar" 1.225000023841858 ✗ [null] [null] 480 4 0 3 3 ✗ 4 9 "density" 0.9888699948787689 ✗ [null] [null] 106 5 0 4 4 ✗ 5 6 "fixed_acidity" 4.799999952316284 ✗ [null] [null] 11 6 0 5 5 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 7 0 6 5 ✗ 7 8 "residual_sugar" 1.050000011920929 ✗ [null] [null] 10 8 0 7 6 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 9 0 8 6 ✓ [null] [null] [null] [null] [null] 1.0 1.0 8 10 0 9 4 ✗ 10 49 "citric_acid" 0.38499999046325684 ✗ [null] [null] 95 11 0 10 5 ✗ 11 12 "citric_acid" 0.2750000059604645 ✗ [null] [null] 78 12 0 11 6 ✓ [null] [null] [null] [null] [null] 0.0 1.0 16 13 0 12 6 ✗ 13 14 "fixed_acidity" 5.0 ✗ [null] [null] 62 14 0 13 7 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 15 0 14 7 ✗ 15 28 "volatile_acidity" 0.17500000447034836 ✗ [null] [null] 61 16 0 15 8 ✗ 16 17 "volatile_acidity" 0.1249999962747097 ✗ [null] [null] 13 17 0 16 9 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 18 0 17 9 ✗ 18 27 "density" 0.9911050200462341 ✗ [null] [null] 11 19 0 18 10 ✗ 19 26 "density" 0.9906850159168243 ✗ [null] [null] 10 20 0 19 11 ✗ 20 25 "density" 0.9902400076389313 ✗ [null] [null] 6 21 0 20 12 ✗ 21 22 "chlorides" 0.03550000116229057 ✗ [null] [null] 4 22 0 21 13 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 23 0 22 13 ✗ 23 24 "citric_acid" 0.33500000834465027 ✗ [null] [null] 2 24 0 23 14 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 25 0 24 14 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 26 0 25 12 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 27 0 26 11 ✓ [null] [null] [null] [null] [null] 1.0 1.0 4 28 0 27 10 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 29 0 28 8 ✗ 29 46 "volatile_acidity" 0.3799999952316284 ✗ [null] [null] 48 30 0 29 9 ✗ 30 41 "volatile_acidity" 0.22500000149011612 ✗ [null] [null] 45 31 0 30 10 ✗ 31 34 "chlorides" 0.0345000009983778 ✗ [null] [null] 16 32 0 31 11 ✗ 32 33 "chlorides" 0.02650000061839819 ✗ [null] [null] 5 33 0 32 12 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 34 0 33 12 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 35 0 34 11 ✗ 35 40 "fixed_acidity" 6.099999904632568 ✗ [null] [null] 11 36 0 35 12 ✗ 36 37 "citric_acid" 0.32500000298023224 ✗ [null] [null] 6 37 0 36 13 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 38 0 37 13 ✗ 38 39 "chlorides" 0.03749999962747097 ✗ [null] [null] 3 39 0 38 14 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 40 0 39 14 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 41 0 40 12 ✓ [null] [null] [null] [null] [null] 0.0 1.0 5 42 0 41 10 ✗ 42 43 "density" 0.9911099970340729 ✗ [null] [null] 29 43 0 42 11 ✓ [null] [null] [null] [null] [null] 0.0 1.0 27 44 0 43 11 ✗ 44 45 "density" 0.9911600053310394 ✗ [null] [null] 2 45 0 44 12 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 46 0 45 12 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 47 0 46 9 ✗ 47 48 "density" 0.9905999898910522 ✗ [null] [null] 3 48 0 47 10 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 49 0 48 10 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 50 0 49 5 ✗ 50 51 "volatile_acidity" 0.13499999791383743 ✗ [null] [null] 17 51 0 50 6 ✓ [null] [null] [null] [null] [null] 1.0 1.0 3 52 0 51 6 ✗ 52 53 "density" 0.9892300069332123 ✗ [null] [null] 14 53 0 52 7 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 54 0 53 7 ✗ 54 57 "volatile_acidity" 0.17499999701976776 ✗ [null] [null] 12 55 0 54 8 ✗ 55 56 "chlorides" 0.03650000039488077 ✗ [null] [null] 5 56 0 55 9 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 57 0 56 9 ✓ [null] [null] [null] [null] [null] 1.0 1.0 3 58 0 57 8 ✓ [null] [null] [null] [null] [null] 0.0 1.0 7 59 0 58 3 ✗ 59 288 "chlorides" 0.042500000447034836 ✗ [null] [null] 374 60 0 59 4 ✗ 60 241 "residual_sugar" 3.950000047683716 ✗ [null] [null] 331 61 0 60 5 ✗ 61 62 "volatile_acidity" 0.12999999895691872 ✗ [null] [null] 253 62 0 61 6 ✓ [null] [null] [null] [null] [null] 1.0 1.0 4 63 0 62 6 ✗ 63 214 "citric_acid" 0.39499999582767487 ✗ [null] [null] 249 64 0 63 7 ✗ 64 213 "fixed_acidity" 7.8500001430511475 ✗ [null] [null] 213 65 0 64 8 ✗ 65 194 "residual_sugar" 3.350000023841858 ✗ [null] [null] 208 66 0 65 9 ✗ 66 177 "volatile_acidity" 0.39499999582767487 ✗ [null] [null] 186 67 0 66 10 ✗ 67 176 "volatile_acidity" 0.375 ✗ [null] [null] 161 68 0 67 11 ✗ 68 83 "chlorides" 0.025500000454485416 ✗ [null] [null] 157 69 0 68 12 ✗ 69 80 "residual_sugar" 2.3000000715255737 ✗ [null] [null] 24 70 0 69 13 ✗ 70 79 "chlorides" 0.022499999962747097 ✗ [null] [null] 18 71 0 70 14 ✗ 71 72 "volatile_acidity" 0.23499999195337296 ✗ [null] [null] 10 72 0 71 15 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 73 0 72 15 ✗ 73 76 "volatile_acidity" 0.3149999976158142 ✗ [null] [null] 8 74 0 73 16 ✗ 74 75 "density" 0.9906499981880188 ✗ [null] [null] 5 75 0 74 17 ✓ [null] [null] [null] [null] [null] 0.0 1.0 4 76 0 75 17 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 77 0 76 16 ✗ 77 78 "fixed_acidity" 7.0 ✗ [null] [null] 3 78 0 77 17 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 79 0 78 17 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 80 0 79 14 ✓ [null] [null] [null] [null] [null] 0.0 1.0 8 81 0 80 13 ✗ 81 82 "fixed_acidity" 7.049999952316284 ✗ [null] [null] 6 82 0 81 14 ✓ [null] [null] [null] [null] [null] 1.0 1.0 5 83 0 82 14 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 84 0 83 12 ✗ 84 85 "volatile_acidity" 0.1525000035762787 ✗ [null] [null] 133 85 0 84 13 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 86 0 85 13 ✗ 86 91 "citric_acid" 0.23499999940395355 ✗ [null] [null] 130 87 0 86 14 ✗ 87 90 "chlorides" 0.030499999411404133 ✗ [null] [null] 13 88 0 87 15 ✗ 88 89 "citric_acid" 0.22500000149011612 ✗ [null] [null] 7 89 0 88 16 ✓ [null] [null] [null] [null] [null] 1.0 1.0 6 90 0 89 16 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 91 0 90 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[null] [null] 6 1258 0 1257 15 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 1259 0 1258 15 ✓ [null] [null] [null] [null] [null] 1.0 1.0 4 1260 0 1259 14 ✗ 1260 1265 "fixed_acidity" 11.300000190734863 ✗ [null] [null] 8 1261 0 1260 15 ✗ 1261 1262 "fixed_acidity" 10.449999809265137 ✗ [null] [null] 7 1262 0 1261 16 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 1263 0 1262 16 ✗ 1263 1264 "fixed_acidity" 10.550000190734863 ✗ [null] [null] 4 1264 0 1263 17 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 1265 0 1264 17 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 1266 0 1265 15 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 1267 0 1266 11 ✗ 1267 1270 "chlorides" 0.0859999991953373 ✗ [null] [null] 6 1268 0 1267 12 ✗ 1268 1269 "residual_sugar" 5.3999998569488525 ✗ [null] [null] 3 1269 0 1268 13 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 1270 0 1269 13 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 1271 0 1270 12 ✓ [null] [null] [null] [null] [null] 1.0 1.0 3 1272 0 1271 7 ✗ 1272 1273 "residual_sugar" 10.550000190734863 ✗ [null] [null] 9 1273 0 1272 8 ✓ [null] [null] [null] [null] [null] 0.0 1.0 6 1274 0 1273 8 ✗ 1274 1275 "fixed_acidity" 9.050000190734863 ✗ [null] [null] 3 1275 0 1274 9 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 1276 0 1275 9 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 1277 0 1276 5 ✗ 1277 1300 "residual_sugar" 3.350000023841858 ✗ [null] [null] 127 1278 0 1277 6 ✗ 1278 1285 "density" 0.9988499879837036 ✗ [null] [null] 96 1279 0 1278 7 ✗ 1279 1280 "density" 0.9985499978065491 ✗ [null] [null] 46 1280 0 1279 8 ✓ [null] [null] [null] [null] [null] 0.0 1.0 31 1281 0 1280 8 ✗ 1281 1284 "density" 0.9986700117588043 ✗ [null] [null] 15 1282 0 1281 9 ✗ 1282 1283 "chlorides" 0.09349999949336052 ✗ [null] [null] 6 1283 0 1282 10 ✓ [null] [null] [null] [null] [null] 0.0 1.0 4 1284 0 1283 10 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 1285 0 1284 9 ✓ [null] [null] [null] [null] [null] 0.0 1.0 9 1286 0 1285 7 ✗ 1286 1299 "fixed_acidity" 14.650000095367432 ✗ [null] [null] 50 1287 0 1286 8 ✗ 1287 1288 "density" 0.9989500045776367 ✗ [null] [null] 48 1288 0 1287 9 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 1289 0 1288 9 ✗ 1289 1290 "chlorides" 0.08150000125169754 ✗ [null] [null] 47 1290 0 1289 10 ✓ [null] [null] [null] [null] [null] 0.0 1.0 22 1291 0 1290 10 ✗ 1291 1294 "volatile_acidity" 0.3200000077486038 ✗ [null] [null] 25 1292 0 1291 11 ✗ 1292 1293 "residual_sugar" 2.75 ✗ [null] [null] 3 1293 0 1292 12 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 1294 0 1293 12 ✓ [null] [null] [null] [null] [null] 0.0 1.0 1 1295 0 1294 11 ✗ 1295 1296 "residual_sugar" 2.950000047683716 ✗ [null] [null] 22 1296 0 1295 12 ✓ [null] [null] [null] [null] [null] 0.0 1.0 18 1297 0 1296 12 ✗ 1297 1298 "density" 1.0002000033855438 ✗ [null] [null] 4 1298 0 1297 13 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 1299 0 1298 13 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 1300 0 1299 8 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 1301 0 1300 6 ✗ 1301 1302 "volatile_acidity" 0.3200000077486038 ✗ [null] [null] 31 1302 0 1301 7 ✓ [null] [null] [null] [null] [null] 0.0 1.0 7 1303 0 1302 7 ✗ 1303 1314 "density" 1.0011099576950073 ✗ [null] [null] 24 1304 0 1303 8 ✗ 1304 1313 "chlorides" 0.09850000217556953 ✗ [null] [null] 16 1305 0 1304 9 ✗ 1305 1308 "chlorides" 0.07250000163912773 ✗ [null] [null] 13 1306 0 1305 10 ✗ 1306 1307 "citric_acid" 0.6699999868869781 ✗ [null] [null] 4 1307 0 1306 11 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 1308 0 1307 11 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 1309 0 1308 10 ✗ 1309 1310 "volatile_acidity" 0.4650000035762787 ✗ [null] [null] 9 1310 0 1309 11 ✓ [null] [null] [null] [null] [null] 1.0 1.0 6 1311 0 1310 11 ✗ 1311 1312 "residual_sugar" 4.3999998569488525 ✗ [null] [null] 3 1312 0 1311 12 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 1313 0 1312 12 ✓ [null] [null] [null] [null] [null] 1.0 1.0 1 1314 0 1313 9 ✓ [null] [null] [null] [null] [null] 0.0 1.0 3 1315 0 1314 8 ✗ 1315 1316 "volatile_acidity" 0.5775000154972076 ✗ [null] [null] 8 1316 0 1315 9 ✓ [null] [null] [null] [null] [null] 0.0 1.0 4 1317 0 1316 9 ✗ 1317 1318 "citric_acid" 0.5750000178813934 ✗ [null] [null] 4 1318 0 1317 10 ✓ [null] [null] [null] [null] [null] 0.0 1.0 2 1319 0 1318 10 ✓ [null] [null] [null] [null] [null] 1.0 1.0 2 Rows: 1-1319 | Columns: 12Important
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.