7328962
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)
5360857
axis
0
6947
categorical_features
[]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"median"
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
0.1537838744273788
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.5354332331030163
6953
decision_function_shape
null
6953
degree
1
6953
gamma
0.04493962937194452
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
56683
6953
shrinking
true
6953
tol
0.0026286098380348673
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
15585690
description
https://api.openml.org/data/download/15585690/description.xml
-1
15585691
predictions
https://api.openml.org/data/download/15585691/predictions.arff
area_under_roc_curve
0.9902 [1,0.9846,0.986]
average_cost
0
f_measure
0.9466453247965854 [1,0.921569,0.918367]
kappa
0.9199999999999998
kb_relative_information_score
126.96621797677504
mean_absolute_error
0.08869070962213511
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9471153846153846 [1,0.903846,0.9375]
predictive_accuracy
0.9466666666666668
prior_entropy
1.584962500721156
recall
0.9466666666666667 [1,0.94,0.9]
relative_absolute_error
0.1995540966498045
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.1778204967360109
root_relative_squared_error
0.3772142372279814
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
0.9866666666666667 [1,0.98,0.98]
area_under_roc_curve
0.9466666666666669 [1,0.92,0.92]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9533333333333334 [1,0.92,0.94]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
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
0.9326599326599326 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.7979797979797979 [1,0.666667,0.727273]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
kappa
0.9
kappa
1
kappa
1
kappa
0.9
kappa
0.9
kappa
0.7000000000000001
kappa
1
kappa
0.9
kappa
0.9
kappa
1
kb_relative_information_score
13.13813819230517
kb_relative_information_score
12.610080597572178
kb_relative_information_score
13.633399143397519
kb_relative_information_score
13.220676809197109
kb_relative_information_score
12.586589827446392
kb_relative_information_score
11.230613860734627
kb_relative_information_score
13.538313303065397
kb_relative_information_score
12.14069536756104
kb_relative_information_score
12.551965677029688
kb_relative_information_score
12.3157451984659
mean_absolute_error
0.07187663580126934
mean_absolute_error
0.09713575177119
mean_absolute_error
0.05795955578005066
mean_absolute_error
0.06479314655571065
mean_absolute_error
0.09475324244514488
mean_absolute_error
0.13504823613412378
mean_absolute_error
0.06282773458416466
mean_absolute_error
0.10451937215002778
mean_absolute_error
0.0917529134590869
mean_absolute_error
0.1062405075405831
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
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.8055555555555555 [1,0.75,0.666667]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
1 [1,1,1]
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.8
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
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
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.8 [1,0.6,0.8]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,1,0.8]
recall
1 [1,1,1]
relative_absolute_error
0.16172243055285596
relative_absolute_error
0.21855544148517742
relative_absolute_error
0.13040900050511395
relative_absolute_error
0.14578457975034892
relative_absolute_error
0.21319479550157588
relative_absolute_error
0.3038585313017784
relative_absolute_error
0.14136240281437043
relative_absolute_error
0.2351685873375624
relative_absolute_error
0.20644405528294546
relative_absolute_error
0.23904114196631188
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
0.14841773053549473
root_mean_squared_error
0.16707874144019078
root_mean_squared_error
0.11248408868085856
root_mean_squared_error
0.1582783995612531
root_mean_squared_error
0.17362660047622258
root_mean_squared_error
0.24252832656386217
root_mean_squared_error
0.11379749535078876
root_mean_squared_error
0.23994262348115222
root_mean_squared_error
0.18576714420656162
root_mean_squared_error
0.185891070482816
root_relative_squared_error
0.3148415511298981
root_relative_squared_error
0.35442753319341813
root_relative_squared_error
0.23861478564547212
root_relative_squared_error
0.3357591889353478
root_relative_squared_error
0.3683176397733132
root_relative_squared_error
0.5144802730293973
root_relative_squared_error
0.241400941933762
root_relative_squared_error
0.5089951684776397
root_relative_squared_error
0.39407162217035696
root_relative_squared_error
0.3943345095012769
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
15.082101999999153
usercpu_time_millis
12.670237000001805
usercpu_time_millis
11.482910999999874
usercpu_time_millis
10.778543999999002
usercpu_time_millis
10.225185000001247
usercpu_time_millis
9.680073000000178
usercpu_time_millis
9.387058999999809
usercpu_time_millis
9.541532000001851
usercpu_time_millis
9.53262700000046
usercpu_time_millis
9.4314750000013
usercpu_time_millis_testing
1.472961999999356
usercpu_time_millis_testing
1.2953600000003007
usercpu_time_millis_testing
1.1736239999997622
usercpu_time_millis_testing
1.0948309999996297
usercpu_time_millis_testing
1.04381600000103
usercpu_time_millis_testing
0.9979910000001979
usercpu_time_millis_testing
0.9852360000000004
usercpu_time_millis_testing
1.033292000000685
usercpu_time_millis_testing
0.9860580000005115
usercpu_time_millis_testing
0.9905440000004262
usercpu_time_millis_training
13.609139999999798
usercpu_time_millis_training
11.374877000001504
usercpu_time_millis_training
10.309287000000111
usercpu_time_millis_training
9.683712999999372
usercpu_time_millis_training
9.181369000000217
usercpu_time_millis_training
8.68208199999998
usercpu_time_millis_training
8.401822999999808
usercpu_time_millis_training
8.508240000001166
usercpu_time_millis_training
8.546568999999948
usercpu_time_millis_training
8.440931000000873