10228009
8637
joe zhou
9979
Supervised Classification
9767
sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(2)
8153352
copy
true
9559
fill_value
null
9559
missing_values
NaN
9559
strategy
"mean"
9559
verbose
0
9559
class_weight
null
9614
criterion
"gini"
9614
max_depth
null
9614
max_features
null
9614
max_leaf_nodes
null
9614
min_impurity_decrease
0.0
9614
min_impurity_split
null
9614
min_samples_leaf
1
9614
min_samples_split
2
9614
min_weight_fraction_leaf
0.0
9614
presort
false
9614
random_state
57268
9614
splitter
"best"
9614
memory
null
9767
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}]
9767
openml-python
Sklearn_0.20.3.
1466
cardiotocography
https://www.openml.org/data/download/1586231/php9HX2u8
-1
21376982
description
https://api.openml.org/data/download/21376982/description.xml
-1
21376983
predictions
https://api.openml.org/data/download/21376983/predictions.arff
area_under_roc_curve
0.9992731085548624 [1,1,0.999518,0.993583,0.993056,1,1,1,0.992754,1]
average_cost
0
f_measure
0.9985942485324485 [1,1,0.981481,0.987654,0.993007,1,1,1,0.992701,1]
kappa
0.9983188860682889
kb_relative_information_score
2118.0658754628234
mean_absolute_error
0.00028222013170272817
mean_prior_absolute_error
0.16793207690762982
number_of_instances
2126 [384,579,53,81,72,332,252,107,69,197]
precision
0.9986231078422988 [1,1,0.963636,0.987654,1,1,1,1,1,1]
predictive_accuracy
0.9985888993414863
prior_entropy
2.917360991598818
recall
0.9985888993414863 [1,1,1,0.987654,0.986111,1,1,1,0.985507,1]
relative_absolute_error
0.0016805611941425693
root_mean_prior_squared_error
0.2897201918578885
root_mean_squared_error
0.01679940867122198
root_relative_squared_error
0.057984942518132486
total_cost
0
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
area_under_roc_curve
0.9975961538461539 [1,1,0.997596,1,1,1,1,1,0.928571,1]
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
area_under_roc_curve
0.9951218351418238 [1,1,0.997573,0.935049,0.9375,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1,1,1,1,1]
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
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
f_measure
0.9953379953379954 [1,1,0.909091,1,1,1,1,1,0.923077,1]
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
f_measure
0.9905902273826801 [1,1,0.923077,0.875,0.933333,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1,1,1,1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9944041614123581
kappa
1
kappa
1
kappa
0.9887682119205298
kappa
1
kappa
1
kb_relative_information_score
212.48283860305793
kb_relative_information_score
212.48283860305793
kb_relative_information_score
212.41108324980763
kb_relative_information_score
212.41108324980763
kb_relative_information_score
210.7042378090464
kb_relative_information_score
212.8213566163082
kb_relative_information_score
211.7070609350143
kb_relative_information_score
209.08166743396438
kb_relative_information_score
212.39996044567087
kb_relative_information_score
211.56374851707355
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.0009389671361502348
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.0018867924528301887
mean_absolute_error
0
mean_absolute_error
0
mean_prior_absolute_error
0.16791334775192993
mean_prior_absolute_error
0.16791334775192993
mean_prior_absolute_error
0.16789048900142436
mean_prior_absolute_error
0.16789048900142436
mean_prior_absolute_error
0.16789048900142436
mean_prior_absolute_error
0.16803423537479567
mean_prior_absolute_error
0.1679033283866866
mean_prior_absolute_error
0.16798812804748792
mean_prior_absolute_error
0.16798812804748792
mean_prior_absolute_error
0.1679090700303867
number_of_instances
213 [38,58,5,8,7,34,25,11,7,20]
number_of_instances
213 [38,58,5,8,7,34,25,11,7,20]
number_of_instances
213 [39,58,5,8,7,33,25,11,7,20]
number_of_instances
213 [39,58,5,8,7,33,25,11,7,20]
number_of_instances
213 [39,58,5,8,7,33,25,11,7,20]
number_of_instances
213 [39,57,5,8,7,33,26,11,7,20]
number_of_instances
212 [38,58,6,9,7,33,26,10,6,19]
number_of_instances
212 [38,58,6,8,8,33,25,10,7,19]
number_of_instances
212 [38,58,6,8,8,33,25,10,7,19]
number_of_instances
212 [38,58,5,8,7,33,25,11,7,20]
precision
1 [1,1,1,1,1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1,1,1,1,1]
precision
0.9960876369327074 [1,1,0.833333,1,1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1,1,1,1,1]
precision
0.9912398921832883 [1,1,0.857143,0.875,1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1,1,1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9953051643192488
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9905660377358491
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
prior_entropy
2.917360991598818
recall
1 [1,1,1,1,1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1,1,1,1,1]
recall
0.9953051643192489 [1,1,1,1,1,1,1,1,0.857143,1]
recall
1 [1,1,1,1,1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1,1,1,1,1]
recall
0.9905660377358491 [1,1,1,0.875,0.875,1,1,1,1,1]
recall
1 [1,1,1,1,1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1,1,1,1,1]
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.0055927357275269395
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.011231701161029777
relative_absolute_error
0
relative_absolute_error
0
root_mean_prior_squared_error
0.2896878672200002
root_mean_prior_squared_error
0.2896878672200002
root_mean_prior_squared_error
0.28964841042886275
root_mean_prior_squared_error
0.28964841042886275
root_mean_prior_squared_error
0.28964841042886275
root_mean_prior_squared_error
0.28989644364382644
root_mean_prior_squared_error
0.28967057332291984
root_mean_prior_squared_error
0.289816908944303
root_mean_prior_squared_error
0.289816908944303
root_mean_prior_squared_error
0.28968048379711253
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.030642570651794782
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.04343722427630694
root_mean_squared_error
0
root_mean_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.1057922969659126
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.1498781573322718
root_relative_squared_error
0
root_relative_squared_error
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
total_cost
0
usercpu_time_millis
10.433351999949991
usercpu_time_millis
10.041177999937645
usercpu_time_millis
9.93896199986466
usercpu_time_millis
10.043198000175835
usercpu_time_millis
10.381961999996747
usercpu_time_millis
10.213432000000466
usercpu_time_millis
10.294437000084145
usercpu_time_millis
10.17848900005447
usercpu_time_millis
10.241868999969483
usercpu_time_millis
10.00427100007073
usercpu_time_millis_testing
0.6514870000273731
usercpu_time_millis_testing
0.6092070000249805
usercpu_time_millis_testing
0.6492519999028445
usercpu_time_millis_testing
0.6344550000676463
usercpu_time_millis_testing
0.6797239999514204
usercpu_time_millis_testing
0.6689320000532462
usercpu_time_millis_testing
0.642652999999882
usercpu_time_millis_testing
0.6364800000255855
usercpu_time_millis_testing
0.6157560000019657
usercpu_time_millis_testing
0.644127000100525
usercpu_time_millis_training
9.781864999922618
usercpu_time_millis_training
9.431970999912664
usercpu_time_millis_training
9.289709999961815
usercpu_time_millis_training
9.408743000108188
usercpu_time_millis_training
9.702238000045327
usercpu_time_millis_training
9.54449999994722
usercpu_time_millis_training
9.651784000084263
usercpu_time_millis_training
9.542009000028884
usercpu_time_millis_training
9.626112999967518
usercpu_time_millis_training
9.360143999970205