7450520
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)
5482413
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
559.7023011498504
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.6016459824672835
6953
decision_function_shape
null
6953
degree
2
6953
gamma
0.18989499774775087
6953
kernel
"poly"
6953
max_iter
-1
6953
probability
true
6953
random_state
48235
6953
shrinking
true
6953
tol
0.03899484645034838
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
15827805
description
https://api.openml.org/data/download/15827805/description.xml
-1
15827806
predictions
https://api.openml.org/data/download/15827806/predictions.arff
area_under_roc_curve
0.9948 [1,0.9918,0.9926]
average_cost
0
f_measure
0.9533286661999534 [1,0.929293,0.930693]
kappa
0.93
kb_relative_information_score
128.4494336476879
mean_absolute_error
0.0863396506889285
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9534480458850206 [1,0.938776,0.921569]
predictive_accuracy
0.9533333333333333
prior_entropy
1.584962500721156
recall
0.9533333333333334 [1,0.92,0.94]
relative_absolute_error
0.1942642140500896
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.15869718954635142
root_relative_squared_error
0.33664757665041634
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
0.9866666666666667 [1,0.98,0.98]
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
0.9326599326599326 [1,0.888889,0.909091]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.861111111111111 [1,0.833333,0.75]
f_measure
0.8666666666666667 [1,0.8,0.8]
f_measure
1 [1,1,1]
kappa
1
kappa
1
kappa
0.9
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.8
kappa
0.8
kappa
1
kb_relative_information_score
12.8310623428496
kb_relative_information_score
13.369602700614253
kb_relative_information_score
12.245576347388466
kb_relative_information_score
13.006874705818618
kb_relative_information_score
12.651212555884056
kb_relative_information_score
12.91620632547586
kb_relative_information_score
13.049618697140556
kb_relative_information_score
12.48832350315869
kb_relative_information_score
11.842114948385698
kb_relative_information_score
14.048841520972138
mean_absolute_error
0.09272296362067116
mean_absolute_error
0.07207838706566977
mean_absolute_error
0.11125858009717583
mean_absolute_error
0.0817260510681722
mean_absolute_error
0.09987601618493103
mean_absolute_error
0.07613546625050166
mean_absolute_error
0.08533718174237777
mean_absolute_error
0.08481781478842701
mean_absolute_error
0.11526990136226578
mean_absolute_error
0.044174144709092825
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
0.9444444444444445 [1,1,0.833333]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.9047619047619048 [1,0.714286,1]
precision
0.8666666666666667 [1,0.8,0.8]
precision
1 [1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.8666666666666667
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
0.9333333333333333 [1,0.8,1]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.8666666666666667 [1,1,0.6]
recall
0.8666666666666667 [1,0.8,0.8]
recall
1 [1,1,1]
relative_absolute_error
0.20862666814651007
relative_absolute_error
0.16217637089775694
relative_absolute_error
0.25033180521864556
relative_absolute_error
0.1838836149033874
relative_absolute_error
0.22472103641609473
relative_absolute_error
0.1713047990636287
relative_absolute_error
0.1920086589203499
relative_absolute_error
0.1908400832739607
relative_absolute_error
0.2593572780650979
relative_absolute_error
0.09939182559545882
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
0.14114988662802663
root_mean_squared_error
0.10860126598568204
root_mean_squared_error
0.17474085503101836
root_mean_squared_error
0.14317593734635825
root_mean_squared_error
0.15028582869112925
root_mean_squared_error
0.19479378460790547
root_mean_squared_error
0.12518834414555916
root_mean_squared_error
0.20461965719106906
root_mean_squared_error
0.21761681947895575
root_mean_squared_error
0.060563059797571
root_relative_squared_error
0.29942412599517004
root_relative_squared_error
0.2303780748717591
root_relative_squared_error
0.37068133062830555
root_relative_squared_error
0.3037220286010505
root_relative_squared_error
0.31880438575121184
root_relative_squared_error
0.41322001808772496
root_relative_squared_error
0.2655645812125203
root_relative_squared_error
0.4340638414916149
root_relative_squared_error
0.46163498626145505
root_relative_squared_error
0.12847365081680645
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
20.90173600000078
usercpu_time_millis
18.77766399999814
usercpu_time_millis
15.498941000000599
usercpu_time_millis
13.584632000002372
usercpu_time_millis
14.206156000001968
usercpu_time_millis
7.86365899999808
usercpu_time_millis
15.096211999999554
usercpu_time_millis
7.854642000001633
usercpu_time_millis
14.430904999999328
usercpu_time_millis
14.452680999999856
usercpu_time_millis_testing
1.1663060000000058
usercpu_time_millis_testing
0.999603999998655
usercpu_time_millis_testing
0.9338020000004832
usercpu_time_millis_testing
0.8527390000008239
usercpu_time_millis_testing
0.8263720000005748
usercpu_time_millis_testing
0.8297619999986239
usercpu_time_millis_testing
0.8155680000001553
usercpu_time_millis_testing
0.828988000000308
usercpu_time_millis_testing
0.9377930000002976
usercpu_time_millis_testing
0.8326869999990549
usercpu_time_millis_training
19.735430000000775
usercpu_time_millis_training
17.778059999999485
usercpu_time_millis_training
14.565139000000116
usercpu_time_millis_training
12.731893000001548
usercpu_time_millis_training
13.379784000001393
usercpu_time_millis_training
7.033896999999456
usercpu_time_millis_training
14.280643999999398
usercpu_time_millis_training
7.025654000001325
usercpu_time_millis_training
13.49311199999903
usercpu_time_millis_training
13.619994000000801