7306457
1
Jan van Rijn
59
Supervised Classification
predictive_accuracy
6952
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1)
5338352
axis
0
6947
categorical_features
[]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"most_frequent"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
6948
sparse
true
6948
threshold
0.0
6949
C
0.10784081355328337
6953
cache_size
200
6953
class_weight
null
6953
coef0
-0.7532547839207759
6953
decision_function_shape
null
6953
degree
5
6953
gamma
0.05183004155654701
6953
kernel
"poly"
6953
max_iter
-1
6953
probability
true
6953
random_state
14781
6953
shrinking
true
6953
tol
0.0031194756240276685
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
15540852
description
https://api.openml.org/data/download/15540852/description.xml
-1
15540853
predictions
https://api.openml.org/data/download/15540853/predictions.arff
area_under_roc_curve
0.9944666666666667 [1,0.989,0.9944]
average_cost
0
f_measure
0.9188461538461538 [0.961538,0.875,0.92]
kappa
0.8799999999999999
kb_relative_information_score
126.95633914600343
mean_absolute_error
0.08872815232629103
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9196564680622652 [0.925926,0.913043,0.92]
predictive_accuracy
0.92
prior_entropy
1.584962500721156
recall
0.92 [1,0.84,0.92]
relative_absolute_error
0.1996383427341553
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.16859641439790998
root_relative_squared_error
0.35764700371349867
total_cost
0
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.98 [1,0.98,0.96]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9866666666666667 [1,0.96,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9933333333333334 [1,0.98,1]
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
0.9326599326599326 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
0.856060606060606 [0.909091,0.75,0.909091]
f_measure
0.856060606060606 [0.909091,0.75,0.909091]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.7954545454545453 [0.909091,0.727273,0.75]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
0.9326599326599326 [0.909091,0.888889,1]
kappa
0.9
kappa
1
kappa
0.8
kappa
0.8
kappa
0.9
kappa
0.9
kappa
1
kappa
0.7000000000000001
kappa
0.9
kappa
0.9
kb_relative_information_score
13.482143116984858
kb_relative_information_score
13.639616405692966
kb_relative_information_score
12.701433851132348
kb_relative_information_score
12.206161665615292
kb_relative_information_score
13.478050967218948
kb_relative_information_score
11.862724000764388
kb_relative_information_score
13.839846376304173
kb_relative_information_score
11.291390313538939
kb_relative_information_score
12.291327515831602
kb_relative_information_score
12.16364493291993
mean_absolute_error
0.062469228316585634
mean_absolute_error
0.06178496909520457
mean_absolute_error
0.08362483157226186
mean_absolute_error
0.09997295992959741
mean_absolute_error
0.06239986704330942
mean_absolute_error
0.11825963730222892
mean_absolute_error
0.053355631592032715
mean_absolute_error
0.12435714769405252
mean_absolute_error
0.10885884447803115
mean_absolute_error
0.11219840623960599
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
precision
0.9444444444444445 [1,0.833333,1]
precision
1 [1,1,1]
precision
0.8888888888888891 [0.833333,1,0.833333]
precision
0.8888888888888891 [0.833333,1,0.833333]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.8333333333333334 [0.833333,0.666667,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
0.9444444444444445 [0.833333,1,1]
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.8
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
recall
0.9333333333333333 [1,1,0.8]
recall
1 [1,1,1]
recall
0.8666666666666667 [1,0.6,1]
recall
0.8666666666666667 [1,0.6,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.8 [1,0.8,0.6]
recall
0.9333333333333333 [1,0.8,1]
recall
0.9333333333333333 [1,0.8,1]
relative_absolute_error
0.14055576371231765
relative_absolute_error
0.13901618046421024
relative_absolute_error
0.18815587103758916
relative_absolute_error
0.22493915984159407
relative_absolute_error
0.14039970084744616
relative_absolute_error
0.266084183930015
relative_absolute_error
0.12005017108207357
relative_absolute_error
0.2798035823116181
relative_absolute_error
0.24493240007557
relative_absolute_error
0.2524464140391134
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_squared_error
0.11959129636035584
root_mean_squared_error
0.08377383135736334
root_mean_squared_error
0.1778390234844136
root_mean_squared_error
0.19979380798800525
root_mean_squared_error
0.12324083692850504
root_mean_squared_error
0.21178648931300892
root_mean_squared_error
0.07097388514676277
root_mean_squared_error
0.2541689537546005
root_mean_squared_error
0.1721809477471324
root_mean_squared_error
0.17904145713670716
root_relative_squared_error
0.25369144988189307
root_relative_squared_error
0.17771113271630956
root_relative_squared_error
0.3772535383962676
root_relative_squared_error
0.4238266694022045
root_relative_squared_error
0.2614332945337542
root_relative_squared_error
0.44926698827076256
root_relative_squared_error
0.1505583464232934
root_relative_squared_error
0.539173772300904
root_relative_squared_error
0.36525094722937174
root_relative_squared_error
0.3798042853646586
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
11.68539100012822
usercpu_time_millis
10.748080999974263
usercpu_time_millis
9.805469999946581
usercpu_time_millis
9.185134000063044
usercpu_time_millis
8.89731300026142
usercpu_time_millis
8.495684000081383
usercpu_time_millis
7.9650690001926705
usercpu_time_millis
7.954282000127932
usercpu_time_millis
8.16372200006299
usercpu_time_millis
8.05040199998075
usercpu_time_millis_testing
1.1797990000559366
usercpu_time_millis_testing
1.1167969998950866
usercpu_time_millis_testing
1.067895000005592
usercpu_time_millis_testing
1.0045930000615044
usercpu_time_millis_testing
0.9621160002097895
usercpu_time_millis_testing
0.9177270001146098
usercpu_time_millis_testing
0.8893500000795029
usercpu_time_millis_testing
0.8697820001088985
usercpu_time_millis_testing
0.8859839999786345
usercpu_time_millis_testing
0.8900099999209488
usercpu_time_millis_training
10.505592000072284
usercpu_time_millis_training
9.631284000079177
usercpu_time_millis_training
8.737574999940989
usercpu_time_millis_training
8.18054100000154
usercpu_time_millis_training
7.93519700005163
usercpu_time_millis_training
7.577956999966773
usercpu_time_millis_training
7.075719000113168
usercpu_time_millis_training
7.084500000019034
usercpu_time_millis_training
7.277738000084355
usercpu_time_millis_training
7.160392000059801