7304579
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)
5336474
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
7382.571077610926
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.5006620616560917
6953
decision_function_shape
null
6953
degree
5
6953
gamma
0.0022872042427465487
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
18876
6953
shrinking
false
6953
tol
0.0033058597041407587
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
15537116
description
https://api.openml.org/data/download/15537116/description.xml
-1
15537117
predictions
https://api.openml.org/data/download/15537117/predictions.arff
area_under_roc_curve
0.9987999999999999 [1,0.9982,0.9982]
average_cost
0
f_measure
0.9799979997999799 [1,0.969697,0.970297]
kappa
0.97
kb_relative_information_score
136.9653374476893
mean_absolute_error
0.05309877386387146
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.980125383486728 [1,0.979592,0.960784]
predictive_accuracy
0.98
prior_entropy
1.584962500721156
recall
0.98 [1,0.96,0.98]
relative_absolute_error
0.11947224119371108
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.11632226005795789
root_relative_squared_error
0.2467567766697816
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
0.9866666666666667 [1,0.98,0.98]
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]
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]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
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
1 [1,1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
0.9
kappa
1
kb_relative_information_score
13.982907145658595
kb_relative_information_score
14.349292644220165
kb_relative_information_score
14.093839624262271
kb_relative_information_score
13.885357819866618
kb_relative_information_score
13.797718677677317
kb_relative_information_score
12.194242548442444
kb_relative_information_score
14.459890611087529
kb_relative_information_score
13.43294537532952
kb_relative_information_score
13.005282605363746
kb_relative_information_score
13.76386039578112
mean_absolute_error
0.04498292062765755
mean_absolute_error
0.030603853155663326
mean_absolute_error
0.038915804325469434
mean_absolute_error
0.04600415140105364
mean_absolute_error
0.049191863964273774
mean_absolute_error
0.10269604399323133
mean_absolute_error
0.025628112391486792
mean_absolute_error
0.06287366256264398
mean_absolute_error
0.07545341819805376
mean_absolute_error
0.05463790801918089
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
1 [1,1,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
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
1 [1,1,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
relative_absolute_error
0.10121157141222945
relative_absolute_error
0.06885866960024246
relative_absolute_error
0.0875605597323062
relative_absolute_error
0.10350934065237068
relative_absolute_error
0.11068169391961596
relative_absolute_error
0.23106609898477043
relative_absolute_error
0.05766325288084526
relative_absolute_error
0.14146574076594892
relative_absolute_error
0.16977019094562093
relative_absolute_error
0.12293529304315695
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
0.08364744485468925
root_mean_squared_error
0.0440162127874156
root_mean_squared_error
0.08747925361316666
root_mean_squared_error
0.10660031807337292
root_mean_squared_error
0.11412325120045476
root_mean_squared_error
0.20337648956626259
root_mean_squared_error
0.035107532574278705
root_mean_squared_error
0.1330141824816474
root_mean_squared_error
0.15920765449021265
root_mean_squared_error
0.09327170202766381
root_relative_squared_error
0.17744302645703566
root_relative_squared_error
0.09337248763239478
root_relative_squared_error
0.1855715203290238
root_relative_squared_error
0.2261334233589746
root_relative_squared_error
0.24209197444469208
root_relative_squared_error
0.4314266847186581
root_relative_squared_error
0.07447432306200023
root_relative_squared_error
0.28216569128027325
root_relative_squared_error
0.33773043632050276
root_relative_squared_error
0.1978591589897164
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
10.979550002957694
usercpu_time_millis
9.649465995607898
usercpu_time_millis
8.891530000255443
usercpu_time_millis
8.714677001989912
usercpu_time_millis
7.798534999892581
usercpu_time_millis
8.08721300563775
usercpu_time_millis
7.350620006036479
usercpu_time_millis
6.972007002332248
usercpu_time_millis
6.718099000863731
usercpu_time_millis
6.461744000262115
usercpu_time_millis_testing
1.3773160026175901
usercpu_time_millis_testing
1.2051559970132075
usercpu_time_millis_testing
1.0828680024133064
usercpu_time_millis_testing
1.0384870038251393
usercpu_time_millis_testing
1.0282520015607588
usercpu_time_millis_testing
0.9880440047709271
usercpu_time_millis_testing
0.9381440031575039
usercpu_time_millis_testing
0.9371400010422803
usercpu_time_millis_testing
0.8876680003595538
usercpu_time_millis_testing
0.8805469988146797
usercpu_time_millis_training
9.602234000340104
usercpu_time_millis_training
8.44430999859469
usercpu_time_millis_training
7.808661997842137
usercpu_time_millis_training
7.676189998164773
usercpu_time_millis_training
6.7702829983318225
usercpu_time_millis_training
7.099169000866823
usercpu_time_millis_training
6.412476002878975
usercpu_time_millis_training
6.0348670012899674
usercpu_time_millis_training
5.830431000504177
usercpu_time_millis_training
5.5811970014474355