9865495
6892
Scikit-learn Bot
21
Supervised Classification
8834
sklearn.pipeline.Pipeline(columntransformer=sklearn.compose._column_transformer.ColumnTransformer(numeric=sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,standardscaler=sklearn.preprocessing.data.StandardScaler),nominal=sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute.SimpleImputer,onehotencoder=sklearn.preprocessing._encoders.OneHotEncoder)),variancethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,gradientboostingclassifier=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(1)
7794897
memory
null
8834
n_jobs
null
8835
remainder
"passthrough"
8835
sparse_threshold
0.3
8835
transformer_weights
null
8835
memory
null
8836
axis
0
8837
copy
true
8837
missing_values
"NaN"
8837
strategy
"median"
8837
verbose
0
8837
copy
true
8838
with_mean
true
8838
with_std
true
8838
memory
null
8839
copy
true
8840
fill_value
-1
8840
missing_values
NaN
8840
strategy
"constant"
8840
verbose
0
8840
categorical_features
null
8841
categories
null
8841
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8841
handle_unknown
"ignore"
8841
n_values
null
8841
sparse
true
8841
threshold
0.0
8842
criterion
"mse"
8843
init
null
8843
learning_rate
0.3009637410069681
8843
loss
"deviance"
8843
max_depth
4
8843
max_features
0.7655923783037514
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.5156571081462508
8843
min_impurity_split
null
8843
min_samples_leaf
7
8843
min_samples_split
3
8843
min_weight_fraction_leaf
0.11468981271048406
8843
n_estimators
131
8843
n_iter_no_change
799
8843
presort
"auto"
8843
random_state
53330
8843
subsample
0.011829944781180712
8843
tol
0.0009381936692652558
8843
validation_fraction
0.3078497738994199
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
21
car
https://www.openml.org/data/download/21/dataset_21_car.arff
-1
20651436
description
https://api.openml.org/data/download/20651436/description.xml
-1
20651437
predictions
https://api.openml.org/data/download/20651437/predictions.arff
area_under_roc_curve
0.4974719168704689 [0.498456,0.496574,0.494444,0.487678]
average_cost
0
kappa
0
kb_relative_information_score
58.91543089961721
mean_absolute_error
0.2208613202278865
mean_prior_absolute_error
0.22897989104866207
number_of_instances
1728 [1210,384,69,65]
predictive_accuracy
0.7002314814814815
prior_entropy
1.2099111177043178
recall
0.7002314814814815 [1,0,0,0]
relative_absolute_error
0.9645446122644445
root_mean_prior_squared_error
0.3381143757366988
root_mean_squared_error
0.3406413504068559
root_relative_squared_error
1.0074737273878143
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
11.56213108745915
kb_relative_information_score
11.56213108745915
kb_relative_information_score
11.56213108745915
kb_relative_information_score
11.56213108745915
kb_relative_information_score
11.6081823416241
kb_relative_information_score
11.6081823416241
kb_relative_information_score
11.6081823416241
kb_relative_information_score
11.6081823416241
kb_relative_information_score
-16.91220336085025
kb_relative_information_score
-16.85361945586827
mean_absolute_error
0.21404757187982718
mean_absolute_error
0.21404757187982718
mean_absolute_error
0.21404757187982718
mean_absolute_error
0.21404757187982718
mean_absolute_error
0.21450302334153687
mean_absolute_error
0.21450302334153687
mean_absolute_error
0.21450302334153687
mean_absolute_error
0.21450302334153687
mean_absolute_error
0.24736842310527454
mean_absolute_error
0.24734872492151141
mean_prior_absolute_error
0.2289511273678729
mean_prior_absolute_error
0.2289511273678729
mean_prior_absolute_error
0.2289511273678729
mean_prior_absolute_error
0.2289511273678729
mean_prior_absolute_error
0.22948343990708714
mean_prior_absolute_error
0.22948343990708714
mean_prior_absolute_error
0.22948343990708714
mean_prior_absolute_error
0.22948343990708714
mean_prior_absolute_error
0.22802815672162832
mean_prior_absolute_error
0.22802144314947084
number_of_instances
173 [121,39,7,6]
number_of_instances
173 [121,39,7,6]
number_of_instances
173 [121,39,7,6]
number_of_instances
173 [121,39,7,6]
number_of_instances
173 [121,38,7,7]
number_of_instances
173 [121,38,7,7]
number_of_instances
173 [121,38,7,7]
number_of_instances
173 [121,38,7,7]
number_of_instances
172 [121,38,6,7]
number_of_instances
172 [121,38,7,6]
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.6994219653179191
predictive_accuracy
0.7034883720930233
predictive_accuracy
0.7034883720930233
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
prior_entropy
1.2099111177043178
recall
0.6994219653179191 [1,0,0,0]
recall
0.6994219653179191 [1,0,0,0]
recall
0.6994219653179191 [1,0,0,0]
recall
0.6994219653179191 [1,0,0,0]
recall
0.6994219653179191 [1,0,0,0]
recall
0.6994219653179191 [1,0,0,0]
recall
0.6994219653179191 [1,0,0,0]
recall
0.6994219653179191 [1,0,0,0]
recall
0.7034883720930233 [1,0,0,0]
recall
0.7034883720930233 [1,0,0,0]
relative_absolute_error
0.9349050792656763
relative_absolute_error
0.9349050792656763
relative_absolute_error
0.9349050792656763
relative_absolute_error
0.9349050792656763
relative_absolute_error
0.9347211434009551
relative_absolute_error
0.9347211434009551
relative_absolute_error
0.9347211434009551
relative_absolute_error
0.9347211434009551
relative_absolute_error
1.0848152555443247
relative_absolute_error
1.0847608080410722
root_mean_prior_squared_error
0.3380718376307343
root_mean_prior_squared_error
0.3380718376307343
root_mean_prior_squared_error
0.3380718376307343
root_mean_prior_squared_error
0.3380718376307343
root_mean_prior_squared_error
0.33885820034084435
root_mean_prior_squared_error
0.33885820034084435
root_mean_prior_squared_error
0.33885820034084435
root_mean_prior_squared_error
0.33885820034084435
root_mean_prior_squared_error
0.336704019507901
root_mean_prior_squared_error
0.3366940498146938
root_mean_squared_error
0.3407384211964476
root_mean_squared_error
0.3407384211964476
root_mean_squared_error
0.3407384211964476
root_mean_squared_error
0.3407384211964476
root_mean_squared_error
0.3414066977552806
root_mean_squared_error
0.3414066977552806
root_mean_squared_error
0.3414066977552806
root_mean_squared_error
0.3414066977552806
root_mean_squared_error
0.3389148098265464
root_mean_squared_error
0.33888574790923415
root_relative_squared_error
1.007887624075407
root_relative_squared_error
1.007887624075407
root_relative_squared_error
1.007887624075407
root_relative_squared_error
1.007887624075407
root_relative_squared_error
1.0075208373646347
root_relative_squared_error
1.0075208373646347
root_relative_squared_error
1.0075208373646347
root_relative_squared_error
1.0075208373646347
root_relative_squared_error
1.0065659754281417
root_relative_squared_error
1.006509464885841
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
568.4018910000077
usercpu_time_millis
555.0551569999698
usercpu_time_millis
549.7985330000574
usercpu_time_millis
549.624164000079
usercpu_time_millis
542.8341580000051
usercpu_time_millis
545.2299810000341
usercpu_time_millis
550.2376149999009
usercpu_time_millis
545.1984390000462
usercpu_time_millis
554.1670839999142
usercpu_time_millis
543.6470650000729
usercpu_time_millis_testing
5.511081000008744
usercpu_time_millis_testing
5.88459799996599
usercpu_time_millis_testing
5.635747000042102
usercpu_time_millis_testing
5.850459000043884
usercpu_time_millis_testing
5.5946590000530705
usercpu_time_millis_testing
5.70466099998157
usercpu_time_millis_testing
6.275377999941156
usercpu_time_millis_testing
5.565948000025855
usercpu_time_millis_testing
6.05058899998312
usercpu_time_millis_testing
5.600315000037881
usercpu_time_millis_training
562.890809999999
usercpu_time_millis_training
549.1705590000038
usercpu_time_millis_training
544.1627860000153
usercpu_time_millis_training
543.7737050000351
usercpu_time_millis_training
537.239498999952
usercpu_time_millis_training
539.5253200000525
usercpu_time_millis_training
543.9622369999597
usercpu_time_millis_training
539.6324910000203
usercpu_time_millis_training
548.1164949999311
usercpu_time_millis_training
538.046750000035