8803796
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)
6778877
axis
0
7660
categorical_features
[]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"median"
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
3981.4246241101037
7708
cache_size
200
7708
class_weight
null
7708
coef0
0.5294379485707135
7708
decision_function_shape
null
7708
degree
5
7708
gamma
0.003268061050977025
7708
kernel
"poly"
7708
max_iter
-1
7708
probability
true
7708
random_state
58143
7708
shrinking
false
7708
tol
0.0019028784096732497
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
18523593
description
https://api.openml.org/data/download/18523593/description.xml
-1
18523594
predictions
https://api.openml.org/data/download/18523594/predictions.arff
area_under_roc_curve
0.9967333333333332 [1,0.9948,0.9954]
average_cost
0
f_measure
0.96 [1,0.94,0.94]
kappa
0.94
kb_relative_information_score
134.13072399697106
mean_absolute_error
0.06189600403816174
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.96 [1,0.94,0.94]
predictive_accuracy
0.96
prior_entropy
1.584962500721156
recall
0.96 [1,0.94,0.94]
relative_absolute_error
0.13926600908586426
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.13889507871706047
root_relative_squared_error
0.2946409561028187
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
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
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
0.8666666666666667 [1,0.8,0.8]
f_measure
1 [1,1,1]
kappa
0.9
kappa
1
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
0.8
kappa
1
kb_relative_information_score
13.595273549250454
kb_relative_information_score
14.27607263389108
kb_relative_information_score
13.211680064581685
kb_relative_information_score
13.688998455814083
kb_relative_information_score
14.074016610645804
kb_relative_information_score
12.043400304271909
kb_relative_information_score
14.329025362056221
kb_relative_information_score
12.933294928922132
kb_relative_information_score
12.067936661771414
kb_relative_information_score
13.91102542576625
mean_absolute_error
0.05594626800356639
mean_absolute_error
0.03373170989074312
mean_absolute_error
0.0689416150859414
mean_absolute_error
0.05208689768342343
mean_absolute_error
0.039584131612219825
mean_absolute_error
0.10735244284428505
mean_absolute_error
0.0315959323688474
mean_absolute_error
0.07449348314416579
mean_absolute_error
0.10552065981525895
mean_absolute_error
0.04970689993316617
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
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.8666666666666667 [1,0.8,0.8]
precision
1 [1,1,1]
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
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
0.9333333333333333 [1,1,0.8]
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 [1,0.8,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.8666666666666667 [1,0.8,0.8]
recall
1 [1,1,1]
relative_absolute_error
0.12587910300802435
relative_absolute_error
0.07589634725417199
relative_absolute_error
0.1551186339433681
relative_absolute_error
0.11719551978770269
relative_absolute_error
0.08906429612749457
relative_absolute_error
0.2415429963996413
relative_absolute_error
0.07109084782990663
relative_absolute_error
0.16761033707437295
relative_absolute_error
0.23742148458433252
relative_absolute_error
0.11184052484962384
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
0.12331711389812455
root_mean_squared_error
0.05146644590412524
root_mean_squared_error
0.15128492161975474
root_mean_squared_error
0.12309400854345715
root_mean_squared_error
0.09173260775932393
root_mean_squared_error
0.2208247209082204
root_mean_squared_error
0.044147056858594894
root_mean_squared_error
0.17164868615273315
root_mean_squared_error
0.2073615542869146
root_mean_squared_error
0.07371420393104035
root_relative_squared_error
0.2615951024211531
root_relative_squared_error
0.10917681870713268
root_relative_squared_error
0.3209237819058117
root_relative_squared_error
0.26112182449354004
root_relative_squared_error
0.19459424700763095
root_relative_squared_error
0.46843997282348826
root_relative_squared_error
0.09365004982242159
root_relative_squared_error
0.3641218498810772
root_relative_squared_error
0.43988028358097914
root_relative_squared_error
0.15637144040822007
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
13.920149000000492
usercpu_time_millis
12.947220000000925
usercpu_time_millis
10.978386999994427
usercpu_time_millis
9.988070999980891
usercpu_time_millis
9.525182999993831
usercpu_time_millis
8.833138000028384
usercpu_time_millis
10.366257000015366
usercpu_time_millis
9.323754999996936
usercpu_time_millis
7.236602999995512
usercpu_time_millis
8.644695999976193
usercpu_time_millis_testing
1.0419500000011794
usercpu_time_millis_testing
0.8980949999966015
usercpu_time_millis_testing
0.8548829999881491
usercpu_time_millis_testing
0.7258960000058323
usercpu_time_millis_testing
0.724689999998418
usercpu_time_millis_testing
0.725922000015089
usercpu_time_millis_testing
0.6893050000087442
usercpu_time_millis_testing
0.6659599999920829
usercpu_time_millis_testing
0.6588470000110647
usercpu_time_millis_testing
0.6663499999888245
usercpu_time_millis_training
12.878198999999313
usercpu_time_millis_training
12.049125000004324
usercpu_time_millis_training
10.123504000006278
usercpu_time_millis_training
9.262174999975059
usercpu_time_millis_training
8.800492999995413
usercpu_time_millis_training
8.107216000013295
usercpu_time_millis_training
9.676952000006622
usercpu_time_millis_training
8.657795000004853
usercpu_time_millis_training
6.577755999984447
usercpu_time_millis_training
7.9783459999873685