10370600
8323
Heinrich Peters
3918
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8225947
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
35.67606386717542
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.534873271170256
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
9.633796731664586e-06
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
20282
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
1068
pc1
https://www.openml.org/data/download/53951/pc1.arff
-1
21662905
description
https://api.openml.org/data/download/21662905/description.xml
-1
21662906
predictions
https://api.openml.org/data/download/21662906/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
0.24858053712897057
mean_absolute_error
0.06943192064923355
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
predictive_accuracy
0.9305680793507665
prior_entropy
0.36380676688852276
recall
0.9305680793507665 [1,0]
relative_absolute_error
0.5345451364371963
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.26349937504524285
root_relative_squared_error
1.0366303155022107
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.2698660593895962
kb_relative_information_score
0.2698660593895962
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.2678290688329606
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.06363636363636363
mean_prior_absolute_error
0.12441514421712434
mean_prior_absolute_error
0.12441514421712434
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1249079453399885
number_of_instances
111 [104,7]
number_of_instances
111 [104,7]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
110 [103,7]
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9363636363636364
prior_entropy
0.3400686187404258
prior_entropy
0.3400686187404258
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.3422054374333021
recall
0.9369369369369369 [1,0]
recall
0.9369369369369369 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9363636363636364 [1,0]
relative_absolute_error
0.5068760998500949
relative_absolute_error
0.5068760998500949
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5094660989190961
root_mean_prior_squared_error
0.24318130946048286
root_mean_prior_squared_error
0.24318130946048286
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.24419244540685378
root_mean_squared_error
0.2511236011669613
root_mean_squared_error
0.2511236011669613
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2522624895547565
root_relative_squared_error
1.032659959452061
root_relative_squared_error
1.032659959452061
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.033047886204903
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
31.82126700085064
usercpu_time_millis
31.598554000083823
usercpu_time_millis
30.4052560004493
usercpu_time_millis
31.934581999848888
usercpu_time_millis
31.181233000097563
usercpu_time_millis
31.149813000411086
usercpu_time_millis
31.648543999835965
usercpu_time_millis
30.45500499956688
usercpu_time_millis
30.653023999548168
usercpu_time_millis
31.82293700047012
usercpu_time_millis_testing
2.2537150007337914
usercpu_time_millis_testing
2.2539040000992827
usercpu_time_millis_testing
2.2256729998844094
usercpu_time_millis_testing
2.2352919995682896
usercpu_time_millis_testing
2.1971199994368362
usercpu_time_millis_testing
2.1909890001552412
usercpu_time_millis_testing
2.2099869993326138
usercpu_time_millis_testing
2.2158359997774824
usercpu_time_millis_testing
2.1839199998794356
usercpu_time_millis_testing
2.2110640002210857
usercpu_time_millis_training
29.567552000116848
usercpu_time_millis_training
29.34464999998454
usercpu_time_millis_training
28.17958300056489
usercpu_time_millis_training
29.699290000280598
usercpu_time_millis_training
28.984113000660727
usercpu_time_millis_training
28.958824000255845
usercpu_time_millis_training
29.43855700050335
usercpu_time_millis_training
28.2391689997894
usercpu_time_millis_training
28.469103999668732
usercpu_time_millis_training
29.611873000249034
wall_clock_time_millis
31.827926635742188
wall_clock_time_millis
31.605958938598633
wall_clock_time_millis
30.413389205932617
wall_clock_time_millis
31.94260597229004
wall_clock_time_millis
31.19039535522461
wall_clock_time_millis
31.158447265625
wall_clock_time_millis
31.656265258789062
wall_clock_time_millis
30.46393394470215
wall_clock_time_millis
30.66229820251465
wall_clock_time_millis
31.83150291442871
wall_clock_time_millis_testing
2.2563934326171875
wall_clock_time_millis_testing
2.256631851196289
wall_clock_time_millis_testing
2.2287368774414062
wall_clock_time_millis_testing
2.2382736206054688
wall_clock_time_millis_testing
2.2013187408447266
wall_clock_time_millis_testing
2.1941661834716797
wall_clock_time_millis_testing
2.213001251220703
wall_clock_time_millis_testing
2.218961715698242
wall_clock_time_millis_testing
2.1877288818359375
wall_clock_time_millis_testing
2.2139549255371094
wall_clock_time_millis_training
29.571533203125
wall_clock_time_millis_training
29.349327087402344
wall_clock_time_millis_training
28.18465232849121
wall_clock_time_millis_training
29.70433235168457
wall_clock_time_millis_training
28.989076614379883
wall_clock_time_millis_training
28.96428108215332
wall_clock_time_millis_training
29.44326400756836
wall_clock_time_millis_training
28.244972229003906
wall_clock_time_millis_training
28.47456932067871
wall_clock_time_millis_training
29.6175479888916