8977300
1
Jan van Rijn
3549
Supervised Classification
8330
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(2)
6912881
axis
0
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categorical_features
[]
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copy
true
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fill_empty
0
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missing_values
"NaN"
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strategy
"most_frequent"
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strategy_nominal
"most_frequent"
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verbose
0
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categorical_features
[]
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
"auto"
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sparse
true
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threshold
0.0
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C
79.2931654026703
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cache_size
200
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class_weight
null
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coef0
0.29612501164101346
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decision_function_shape
null
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degree
3
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gamma
4.097072212106875
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kernel
"sigmoid"
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max_iter
-1
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probability
true
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random_state
13557
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shrinking
true
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tol
0.0016717400067877892
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verbose
false
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copy
true
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with_mean
false
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with_std
true
7713
openml-pimp
openml-python
Sklearn_0.18.1.
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
18869675
description
https://api.openml.org/data/download/18869675/description.xml
-1
18869676
predictions
https://api.openml.org/data/download/18869676/predictions.arff
area_under_roc_curve
0.49235342071407584 [0.494392,0.493646,0.475723,0.491693]
average_cost
0
kappa
0
kb_relative_information_score
0.9043935405838083
mean_absolute_error
0.3437805645959868
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
predictive_accuracy
0.3769322235434007
prior_entropy
1.789750013333858
recall
0.3769322235434007 [1,0,0,0]
relative_absolute_error
0.9997276261744403
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.41458702779873824
root_relative_squared_error
1.0000551603563501
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
0.08179427984742685
kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
0.34098567814115993
kb_relative_information_score
0.1408256165808567
kb_relative_information_score
0.1408256165808567
kb_relative_information_score
0.1408256165808567
mean_absolute_error
0.34405105805180286
mean_absolute_error
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mean_absolute_error
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mean_absolute_error
0.3427500544471482
mean_absolute_error
0.3427500544471482
mean_absolute_error
0.3427500544471482
mean_absolute_error
0.34446681624538633
mean_absolute_error
0.34517809308890895
mean_absolute_error
0.34517809308890895
mean_absolute_error
0.34517809308890895
mean_prior_absolute_error
0.3442046641141667
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.34444209636517364
mean_prior_absolute_error
0.34545646661031304
mean_prior_absolute_error
0.34545646661031304
mean_prior_absolute_error
0.34545646661031304
number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,29,6,17]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
predictive_accuracy
0.3764705882352941
predictive_accuracy
0.38095238095238093
predictive_accuracy
0.38095238095238093
predictive_accuracy
0.38095238095238093
predictive_accuracy
0.38095238095238093
predictive_accuracy
0.38095238095238093
predictive_accuracy
0.38095238095238093
predictive_accuracy
0.36904761904761907
predictive_accuracy
0.36904761904761907
predictive_accuracy
0.36904761904761907
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
prior_entropy
1.789750013333858
recall
0.3764705882352941 [1,0,0,0]
recall
0.38095238095238093 [1,0,0,0]
recall
0.38095238095238093 [1,0,0,0]
recall
0.38095238095238093 [1,0,0,0]
recall
0.38095238095238093 [1,0,0,0]
recall
0.38095238095238093 [1,0,0,0]
recall
0.38095238095238093 [1,0,0,0]
recall
0.36904761904761907 [1,0,0,0]
recall
0.36904761904761907 [1,0,0,0]
recall
0.36904761904761907 [1,0,0,0]
relative_absolute_error
0.9995537362552619
relative_absolute_error
1.000016395291785
relative_absolute_error
1.000016395291785
relative_absolute_error
1.000016395291785
relative_absolute_error
1.000016395291785
relative_absolute_error
1.000016395291785
relative_absolute_error
1.000071767883408
relative_absolute_error
0.9991941863930482
relative_absolute_error
0.9991941863930482
relative_absolute_error
0.9991941863930482
root_mean_prior_squared_error
0.4149625045447236
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.41649044746493646
root_mean_squared_error
0.41649044746493646
root_mean_squared_error
0.41649044746493646
root_relative_squared_error
1.0000121138871574
root_relative_squared_error
1.0000005693890721
root_relative_squared_error
1.0000005693890721
root_relative_squared_error
1.0000005693890721
root_relative_squared_error
1.0000005693890721
root_relative_squared_error
1.0000005693890721
root_relative_squared_error
1.0003734348123767
root_relative_squared_error
1.0000536469282613
root_relative_squared_error
1.0000536469282613
root_relative_squared_error
1.0000536469282613
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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usercpu_time_millis
456.68626800000123
usercpu_time_millis
368.87301800000034
usercpu_time_millis
372.058547
usercpu_time_millis
361.11123700000024
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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