8833578
1
Jan van Rijn
59
Supervised Classification
predictive_accuracy
7707
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)(1)
6808628
axis
0
7660
categorical_features
[]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"most_frequent"
7660
strategy_nominal
"most_frequent"
7660
verbose
0
7660
categorical_features
[]
7661
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7661
handle_unknown
"ignore"
7661
n_values
"auto"
7661
sparse
true
7661
threshold
0.0
7662
copy
true
7663
with_mean
false
7663
with_std
true
7663
C
81.76066730458513
7708
cache_size
200
7708
class_weight
null
7708
coef0
0.5812991045972824
7708
decision_function_shape
null
7708
degree
1
7708
gamma
7.242707741012781
7708
kernel
"rbf"
7708
max_iter
-1
7708
probability
true
7708
random_state
7665
7708
shrinking
true
7708
tol
0.04055087590550191
7708
verbose
false
7708
openml-pimp
openml-python
Sklearn_0.18.1.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
18582898
description
https://api.openml.org/data/download/18582898/description.xml
-1
18582899
predictions
https://api.openml.org/data/download/18582899/predictions.arff
area_under_roc_curve
0.9854 [0.9986,0.9804,0.9772]
average_cost
0
f_measure
0.9078399559277511 [0.969072,0.88172,0.872727]
kappa
0.8599999999999998
kb_relative_information_score
121.13878500230348
mean_absolute_error
0.10206597091451011
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9178294573643412 [1,0.953488,0.8]
predictive_accuracy
0.9066666666666667
prior_entropy
1.584962500721156
recall
0.9066666666666666 [0.94,0.82,0.96]
relative_absolute_error
0.22964843455764827
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.20979756985248954
root_relative_squared_error
0.44504785295746174
total_cost
0
area_under_roc_curve
0.98 [1,0.98,0.96]
area_under_roc_curve
0.9866666666666667 [1,0.98,0.98]
area_under_roc_curve
0.9800000000000001 [1,0.96,0.98]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9466666666666669 [1,0.92,0.92]
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
0.9933333333333334 [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
0.8666666666666667 [1,0.8,0.8]
f_measure
0.8027065527065528 [0.888889,0.75,0.769231]
f_measure
0.8703703703703703 [0.888889,0.888889,0.833333]
f_measure
0.8703703703703703 [0.888889,0.888889,0.833333]
f_measure
1 [1,1,1]
f_measure
0.861111111111111 [1,0.75,0.833333]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
kappa
0.8
kappa
0.7000000000000001
kappa
0.8
kappa
0.8
kappa
1
kappa
0.8
kappa
1
kappa
0.9
kappa
0.9
kappa
0.9
kb_relative_information_score
10.90784717344008
kb_relative_information_score
10.859071807570174
kb_relative_information_score
11.521270584253385
kb_relative_information_score
12.551947908038079
kb_relative_information_score
13.466377317762538
kb_relative_information_score
11.556615392785814
kb_relative_information_score
12.898340358956213
kb_relative_information_score
12.62527959699091
kb_relative_information_score
12.637666699914552
kb_relative_information_score
12.11436816259169
mean_absolute_error
0.14124039274663602
mean_absolute_error
0.13933891736470064
mean_absolute_error
0.11905849895926023
mean_absolute_error
0.08996582772668708
mean_absolute_error
0.06201133215721952
mean_absolute_error
0.12144767939825289
mean_absolute_error
0.08070645083603947
mean_absolute_error
0.08151258482694507
mean_absolute_error
0.08423985958052492
mean_absolute_error
0.10113816554883565
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
0.8666666666666667 [1,0.8,0.8]
precision
0.875 [1,1,0.625]
precision
0.9047619047619048 [1,1,0.714286]
precision
0.9047619047619048 [1,1,0.714286]
precision
1 [1,1,1]
precision
0.9047619047619048 [1,1,0.714286]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
0.9444444444444445 [1,1,0.833333]
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.8
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.8666666666666667
predictive_accuracy
1
predictive_accuracy
0.8666666666666667
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
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
0.8666666666666667 [1,0.8,0.8]
recall
0.8 [0.8,0.6,1]
recall
0.8666666666666667 [0.8,0.8,1]
recall
0.8666666666666667 [0.8,0.8,1]
recall
1 [1,1,1]
recall
0.8666666666666667 [1,0.6,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,0.8,1]
recall
0.9333333333333333 [1,0.8,1]
relative_absolute_error
0.3177908836799309
relative_absolute_error
0.31351256407057637
relative_absolute_error
0.2678816226583354
relative_absolute_error
0.20242311238504587
relative_absolute_error
0.13952549735374387
relative_absolute_error
0.2732572786460689
relative_absolute_error
0.18158951438108875
relative_absolute_error
0.18340331586062636
relative_absolute_error
0.18953968405618102
relative_absolute_error
0.22756087248488016
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
0.25268860015426325
root_mean_squared_error
0.25932824318587255
root_mean_squared_error
0.24228138816712924
root_mean_squared_error
0.17371747278826125
root_mean_squared_error
0.11696045557513235
root_mean_squared_error
0.2595523150938176
root_mean_squared_error
0.1523810666849561
root_mean_squared_error
0.21540919550181822
root_mean_squared_error
0.17683582543710047
root_mean_squared_error
0.19552578552832697
root_relative_squared_error
0.5360334680928469
root_relative_squared_error
0.5501182779297736
root_relative_squared_error
0.5139564375848017
root_relative_squared_error
0.36851040905750715
root_relative_squared_error
0.24811059380353204
root_relative_squared_error
0.5505936062265178
root_relative_squared_error
0.3232490567321159
root_relative_squared_error
0.4569519086078232
root_relative_squared_error
0.37512543396988285
root_relative_squared_error
0.4147728265317195
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
22.037060000002384
usercpu_time_millis
19.173161999788135
usercpu_time_millis
17.85416400525719
usercpu_time_millis
16.527653999219183
usercpu_time_millis
15.913782001007348
usercpu_time_millis
14.832467000815086
usercpu_time_millis
14.031897000677418
usercpu_time_millis
14.446663000853732
usercpu_time_millis
14.607939003326464
usercpu_time_millis
13.697715003218036
usercpu_time_millis_testing
1.2128540038247593
usercpu_time_millis_testing
1.0696850004023872
usercpu_time_millis_testing
0.9719860026962124
usercpu_time_millis_testing
0.9043379977811128
usercpu_time_millis_testing
0.8688340021762997
usercpu_time_millis_testing
0.822838002932258
usercpu_time_millis_testing
0.7892909998190589
usercpu_time_millis_testing
0.7864490034990013
usercpu_time_millis_testing
0.8191380038624629
usercpu_time_millis_testing
0.7880990015110001
usercpu_time_millis_training
20.824205996177625
usercpu_time_millis_training
18.103476999385748
usercpu_time_millis_training
16.882178002560977
usercpu_time_millis_training
15.62331600143807
usercpu_time_millis_training
15.044947998831049
usercpu_time_millis_training
14.009628997882828
usercpu_time_millis_training
13.242606000858359
usercpu_time_millis_training
13.660213997354731
usercpu_time_millis_training
13.788800999464002
usercpu_time_millis_training
12.909616001707036