10560187
6691
Sergey Redyuk
146819
Supervised Classification
18916
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(3)
8276606
Python_3.6.14. Sklearn_0.18.1. NumPy_1.16.6. SciPy_0.19.0.
axis
0
18879
copy
true
18879
missing_values
"NaN"
18879
strategy
"median"
18879
verbose
0
18879
class_weight
null
18895
criterion
"entropy"
18895
max_depth
0.2801630246326896
18895
max_features
1.0
18895
max_leaf_nodes
null
18895
min_impurity_split
1e-07
18895
min_samples_leaf
18
18895
min_samples_split
16
18895
min_weight_fraction_leaf
0.0
18895
presort
false
18895
random_state
46363
18895
splitter
"best"
18895
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputation", "step_name": "imputation"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "classifier", "step_name": "classifier"}}]
18916
openml-python
Sklearn_0.18.1.
40994
climate-model-simulation-crashes
https://www.openml.org/data/download/18237248/phpJem85A
-1
22046450
description
https://api.openml.org/data/download/22046450/description.xml
-1
22046451
predictions
https://api.openml.org/data/download/22046451/predictions.arff
area_under_roc_curve
0.47148389368068994 [0.471484,0.471484]
average_cost
0
kappa
0
kb_relative_information_score
0.004699469112246352
mean_absolute_error
0.15587562871513544
mean_prior_absolute_error
0.15712723793904684
weighted_recall
0.9148148148148149 [0,1]
number_of_instances
540 [46,494]
predictive_accuracy
0.9148148148148149
prior_entropy
0.420212492518953
relative_absolute_error
0.9920344222915893
root_mean_prior_squared_error
0.2791612659332496
root_mean_squared_error
0.2791916463833625
root_relative_squared_error
1.000108827598311
total_cost
0
unweighted_recall
0.5 [0,1]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
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
0.0010416512816732353
kb_relative_information_score
0.0010416512816732353
kb_relative_information_score
0.0010416512816732353
kb_relative_information_score
0.0010416512816732353
kb_relative_information_score
0.006793609185487877
kb_relative_information_score
0.006793609185487877
kb_relative_information_score
0.006793609185487877
kb_relative_information_score
0.006793609185487877
kb_relative_information_score
0.006793609185487877
kb_relative_information_score
0.006793609185487877
mean_absolute_error
0.14769090077732056
mean_absolute_error
0.14769090077732056
mean_absolute_error
0.14769090077732056
mean_absolute_error
0.14769090077732056
mean_absolute_error
0.16133211400701122
mean_absolute_error
0.16133211400701122
mean_absolute_error
0.16133211400701122
mean_absolute_error
0.16133211400701122
mean_absolute_error
0.16133211400701122
mean_absolute_error
0.16133211400701122
mean_prior_absolute_error
0.1479431460981276
mean_prior_absolute_error
0.1479431460981276
mean_prior_absolute_error
0.1479431460981276
mean_prior_absolute_error
0.1479431460981276
mean_prior_absolute_error
0.1632499658329916
mean_prior_absolute_error
0.1632499658329916
mean_prior_absolute_error
0.1632499658329916
mean_prior_absolute_error
0.1632499658329916
mean_prior_absolute_error
0.1632499658329916
mean_prior_absolute_error
0.1632499658329916
number_of_instances
54 [4,50]
number_of_instances
54 [4,50]
number_of_instances
54 [4,50]
number_of_instances
54 [4,50]
number_of_instances
54 [5,49]
number_of_instances
54 [5,49]
number_of_instances
54 [5,49]
number_of_instances
54 [5,49]
number_of_instances
54 [5,49]
number_of_instances
54 [5,49]
predictive_accuracy
0.9259259259259259
predictive_accuracy
0.9259259259259259
predictive_accuracy
0.9259259259259259
predictive_accuracy
0.9259259259259259
predictive_accuracy
0.9074074074074074
predictive_accuracy
0.9074074074074074
predictive_accuracy
0.9074074074074074
predictive_accuracy
0.9074074074074074
predictive_accuracy
0.9074074074074074
predictive_accuracy
0.9074074074074074
prior_entropy
0.3824714273712947
prior_entropy
0.3824714273712947
prior_entropy
0.3824714273712947
prior_entropy
0.3824714273712947
prior_entropy
0.4453732026173935
prior_entropy
0.4453732026173935
prior_entropy
0.4453732026173935
prior_entropy
0.4453732026173935
prior_entropy
0.4453732026173935
prior_entropy
0.4453732026173935
relative_absolute_error
0.9982949847461016
relative_absolute_error
0.9982949847461016
relative_absolute_error
0.9982949847461016
relative_absolute_error
0.9982949847461016
relative_absolute_error
0.988252053737381
relative_absolute_error
0.988252053737381
relative_absolute_error
0.988252053737381
relative_absolute_error
0.988252053737381
relative_absolute_error
0.988252053737381
relative_absolute_error
0.988252053737381
root_mean_prior_squared_error
0.2621963397085025
root_mean_prior_squared_error
0.2621963397085025
root_mean_prior_squared_error
0.2621963397085025
root_mean_prior_squared_error
0.2621963397085025
root_mean_prior_squared_error
0.2899202309108498
root_mean_prior_squared_error
0.2899202309108498
root_mean_prior_squared_error
0.2899202309108498
root_mean_prior_squared_error
0.2899202309108498
root_mean_prior_squared_error
0.2899202309108498
root_mean_prior_squared_error
0.2899202309108498
root_mean_squared_error
0.26218222940241115
root_mean_squared_error
0.26218222940241115
root_mean_squared_error
0.26218222940241115
root_mean_squared_error
0.26218222940241115
root_mean_squared_error
0.2899774900588121
root_mean_squared_error
0.2899774900588121
root_mean_squared_error
0.2899774900588121
root_mean_squared_error
0.2899774900588121
root_mean_squared_error
0.2899774900588121
root_mean_squared_error
0.2899774900588121
root_relative_squared_error
0.9999461841988068
root_relative_squared_error
0.9999461841988068
root_relative_squared_error
0.9999461841988068
root_relative_squared_error
0.9999461841988068
root_relative_squared_error
1.0001974996632088
root_relative_squared_error
1.0001974996632088
root_relative_squared_error
1.0001974996632088
root_relative_squared_error
1.0001974996632088
root_relative_squared_error
1.0001974996632088
root_relative_squared_error
1.0001974996632088
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
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
wall_clock_time_millis
1.8846988677978516
wall_clock_time_millis
1.821279525756836
wall_clock_time_millis
1.810312271118164
wall_clock_time_millis
1.8222332000732422
wall_clock_time_millis
1.8310546875
wall_clock_time_millis
1.7864704132080078
wall_clock_time_millis
1.867532730102539
wall_clock_time_millis
1.787424087524414
wall_clock_time_millis
1.9762516021728516
wall_clock_time_millis
1.7924308776855469
wall_clock_time_millis_testing
0.1666545867919922
wall_clock_time_millis_testing
0.156402587890625
wall_clock_time_millis_testing
0.1709461212158203
wall_clock_time_millis_testing
0.16164779663085938
wall_clock_time_millis_testing
0.1595020294189453
wall_clock_time_millis_testing
0.15735626220703125
wall_clock_time_millis_testing
0.164031982421875
wall_clock_time_millis_testing
0.15807151794433594
wall_clock_time_millis_testing
0.16260147094726562
wall_clock_time_millis_testing
0.15687942504882812
wall_clock_time_millis_training
1.7180442810058594
wall_clock_time_millis_training
1.664876937866211
wall_clock_time_millis_training
1.6393661499023438
wall_clock_time_millis_training
1.6605854034423828
wall_clock_time_millis_training
1.6715526580810547
wall_clock_time_millis_training
1.6291141510009766
wall_clock_time_millis_training
1.703500747680664
wall_clock_time_millis_training
1.6293525695800781
wall_clock_time_millis_training
1.813650131225586
wall_clock_time_millis_training
1.6355514526367188
weighted_recall
0.9259259259259259 [0,1]
weighted_recall
0.9259259259259259 [0,1]
weighted_recall
0.9259259259259259 [0,1]
weighted_recall
0.9259259259259259 [0,1]
weighted_recall
0.9074074074074074 [0,1]
weighted_recall
0.9074074074074074 [0,1]
weighted_recall
0.9074074074074074 [0,1]
weighted_recall
0.9074074074074074 [0,1]
weighted_recall
0.9074074074074074 [0,1]
weighted_recall
0.9074074074074074 [0,1]