10370091
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)
8225438
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
0.12516163437864822
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.9770303548419323
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.007398869211490563
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
42823
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
21661887
description
https://api.openml.org/data/download/21661887/description.xml
-1
21661888
predictions
https://api.openml.org/data/download/21661888/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
33.87522100001661
usercpu_time_millis
31.947109000611817
usercpu_time_millis
31.695103999481944
usercpu_time_millis
32.42279499954748
usercpu_time_millis
30.97941800024273
usercpu_time_millis
31.727128000056837
usercpu_time_millis
32.25876000033168
usercpu_time_millis
31.945246999384835
usercpu_time_millis
31.216895999932603
usercpu_time_millis
32.87119400010852
usercpu_time_millis_testing
2.2600439997404465
usercpu_time_millis_testing
2.2168310006236425
usercpu_time_millis_testing
2.234859999589389
usercpu_time_millis_testing
2.2212279991435935
usercpu_time_millis_testing
2.1807190005347366
usercpu_time_millis_testing
2.23365100009687
usercpu_time_millis_testing
2.181569000640593
usercpu_time_millis_testing
2.2698679995301063
usercpu_time_millis_testing
2.1849469994776882
usercpu_time_millis_testing
2.2333099996103556
usercpu_time_millis_training
31.615177000276162
usercpu_time_millis_training
29.730277999988175
usercpu_time_millis_training
29.460243999892555
usercpu_time_millis_training
30.201567000403884
usercpu_time_millis_training
28.798698999707995
usercpu_time_millis_training
29.493476999959967
usercpu_time_millis_training
30.077190999691084
usercpu_time_millis_training
29.67537899985473
usercpu_time_millis_training
29.031949000454915
usercpu_time_millis_training
30.63788400049816
wall_clock_time_millis
33.88166427612305
wall_clock_time_millis
31.954288482666016
wall_clock_time_millis
31.701326370239258
wall_clock_time_millis
32.42945671081543
wall_clock_time_millis
30.985355377197266
wall_clock_time_millis
31.73351287841797
wall_clock_time_millis
32.26494789123535
wall_clock_time_millis
31.953096389770508
wall_clock_time_millis
31.224489212036133
wall_clock_time_millis
32.87792205810547
wall_clock_time_millis_testing
2.2628307342529297
wall_clock_time_millis_testing
2.219676971435547
wall_clock_time_millis_testing
2.238035202026367
wall_clock_time_millis_testing
2.224445343017578
wall_clock_time_millis_testing
2.183675765991211
wall_clock_time_millis_testing
2.2361278533935547
wall_clock_time_millis_testing
2.184629440307617
wall_clock_time_millis_testing
2.2733211517333984
wall_clock_time_millis_testing
2.1882057189941406
wall_clock_time_millis_testing
2.2361278533935547
wall_clock_time_millis_training
31.618833541870117
wall_clock_time_millis_training
29.73461151123047
wall_clock_time_millis_training
29.46329116821289
wall_clock_time_millis_training
30.20501136779785
wall_clock_time_millis_training
28.801679611206055
wall_clock_time_millis_training
29.497385025024414
wall_clock_time_millis_training
30.080318450927734
wall_clock_time_millis_training
29.67977523803711
wall_clock_time_millis_training
29.036283493041992
wall_clock_time_millis_training
30.641794204711914