9185
3229
Test Test
119
Supervised Classification
31001
sklearn.ensemble._forest.RandomForestClassifier(7)
7368
Python_3.8.18. Sklearn_1.3.2. NumPy_1.23.5. SciPy_1.10.1.
bootstrap
true
31001
ccp_alpha
0.0
31001
class_weight
null
31001
criterion
"gini"
31001
max_depth
null
31001
max_features
"sqrt"
31001
max_leaf_nodes
null
31001
max_samples
null
31001
min_impurity_decrease
0.0
31001
min_samples_leaf
1
31001
min_samples_split
2
31001
min_weight_fraction_leaf
0.0
31001
n_estimators
100
31001
n_jobs
null
31001
oob_score
false
31001
random_state
4926
31001
verbose
0
31001
warm_start
false
31001
openml-python
Sklearn_1.3.2.
20
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
22701
description
https://test.openml.org/data/download/22701/description.xml
-1
22702
predictions
https://test.openml.org/data/download/22702/predictions.arff
area_under_roc_curve
0.8239940588711855 [0.823994,0.823994]
average_cost
0
f_measure
0.7543505876839209 [0.808642,0.659341]
kappa
0.4680187207488299
kb_relative_information_score
0.31431320865327356
mean_absolute_error
0.3195652173913044
mean_prior_absolute_error
0.45891381345926835
weighted_recall
0.7549407114624506 [0.813665,0.652174]
number_of_instances
253 [161,92]
precision
0.753857594348392 [0.803681,0.666667]
predictive_accuracy
0.7549407114624507
prior_entropy
0.9463039989829052
relative_absolute_error
0.6963512712385763
root_mean_prior_squared_error
0.4812577690908881
root_mean_squared_error
0.40273521347643904
root_relative_squared_error
0.8368388820760635
total_cost
0
unweighted_recall
0.7329192546583851 [0.813665,0.652174]
area_under_roc_curve
0.8239940588711855 [0.823994,0.823994]
average_cost
0
f_measure
0.7543505876839209 [0.808642,0.659341]
kappa
0.4680187207488299
kb_relative_information_score
0.31431320865327356
mean_absolute_error
0.3195652173913044
mean_prior_absolute_error
0.45891381345926835
weighted_recall
0.7549407114624506 [0.813665,0.652174]
number_of_instances
253 [161,92]
precision
0.753857594348392 [0.803681,0.666667]
predictive_accuracy
0.7549407114624507
prior_entropy
0.9463039989829052
relative_absolute_error
0.6963512712385763
root_mean_prior_squared_error
0.4812577690908881
root_mean_squared_error
0.40273521347643904
root_relative_squared_error
0.8368388820760635
total_cost
0
usercpu_time_millis
141.109375000001
usercpu_time_millis_testing
8.69283500000062
usercpu_time_millis_training
132.41654000000037
wall_clock_time_millis
141.12043380737305
wall_clock_time_millis_training
132.42554664611816
wall_clock_time_millis_testing
8.694887161254883
unweighted_recall
0.7329192546583851 [0.813665,0.652174]