10315669
8323
Heinrich Peters
3918
Supervised Classification
15083
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklearn_extra.fast_kernel.FKCEigenPro)(1)
8174184
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
memory
null
15083
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": "fkceigenpro", "step_name": "fkceigenpro"}}]
15083
verbose
false
15083
bandwidth
5
15084
batch_size
"auto"
15084
coef0
1
15084
degree
4
15084
gamma
1000000000.0
15084
kernel
"laplace"
15084
kernel_params
null
15084
n_components
2000
15084
n_epoch
2
15084
random_state
15301
15084
subsample_size
"auto"
15084
openml-python
Sklearn_0.21.2.
1068
pc1
https://www.openml.org/data/download/53951/pc1.arff
-1
21552998
description
https://api.openml.org/data/download/21552998/description.xml
-1
21552999
predictions
https://api.openml.org/data/download/21552999/predictions.arff
area_under_roc_curve
0.6180471660122823 [0.618047,0.618047]
average_cost
0
f_measure
0.9248096607459219 [0.967314,0.35514]
kappa
0.3290162482572357
kb_relative_information_score
0.3266500917129751
mean_absolute_error
0.062218214607754736
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.9245203606964447 [0.946247,0.633333]
predictive_accuracy
0.9377817853922452
prior_entropy
0.36380676688852276
recall
0.9377817853922452 [0.989341,0.246753]
relative_absolute_error
0.4790079794047602
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.24943579255542844
root_relative_squared_error
0.9813029131089241
total_cost
0
area_under_roc_curve
0.6428571428571429 [0.642857,0.642857]
area_under_roc_curve
0.5473901098901098 [0.54739,0.54739]
area_under_roc_curve
0.625 [0.625,0.625]
area_under_roc_curve
0.6826456310679612 [0.682646,0.682646]
area_under_roc_curve
0.6826456310679612 [0.682646,0.682646]
area_under_roc_curve
0.6875 [0.6875,0.6875]
area_under_roc_curve
0.5625 [0.5625,0.5625]
area_under_roc_curve
0.5576456310679612 [0.557646,0.557646]
area_under_roc_curve
0.6152912621359223 [0.615291,0.615291]
area_under_roc_curve
0.5665742024965326 [0.566574,0.566574]
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
0.9429711401542388 [0.976526,0.444444]
f_measure
0.8973264762738448 [0.947368,0.153846]
f_measure
0.9304946455889852 [0.971698,0.4]
f_measure
0.9374517374517374 [0.971429,0.5]
f_measure
0.9374517374517374 [0.971429,0.5]
f_measure
0.9452511537819593 [0.976303,0.545455]
f_measure
0.9134486599275331 [0.967136,0.222222]
f_measure
0.9073261941186469 [0.962264,0.2]
f_measure
0.9166023166023166 [0.961905,0.333333]
f_measure
0.9194408540380105 [0.966825,0.222222]
kappa
0.4284243048403709
kappa
0.10154525386313511
kappa
0.3821892393320963
kappa
0.47476340694006325
kappa
0.47476340694006325
kappa
0.5268542199488493
kappa
0.20956256358087416
kappa
0.17625231910946135
kappa
0.29968454258675065
kappa
0.19958419958419998
kb_relative_information_score
0.47847575670685427
kb_relative_information_score
-0.14735333524491956
kb_relative_information_score
0.4304123357730937
kb_relative_information_score
0.4304123357730935
kb_relative_information_score
0.430412335773094
kb_relative_information_score
0.5253436131442447
kb_relative_information_score
0.33548105840194276
kb_relative_information_score
0.2405497810307917
kb_relative_information_score
0.24054978103079225
kb_relative_information_score
0.26782906883296076
mean_absolute_error
0.04504504504504504
mean_absolute_error
0.0990990990990991
mean_absolute_error
0.05405405405405406
mean_absolute_error
0.05405405405405406
mean_absolute_error
0.05405405405405406
mean_absolute_error
0.04504504504504504
mean_absolute_error
0.06306306306306306
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]
precision
0.9570212414249112 [0.954128,1]
precision
0.8939081939081939 [0.942857,0.166667]
precision
0.9489213984626829 [0.944954,1]
precision
0.9386208638545086 [0.953271,0.75]
precision
0.9386208638545086 [0.953271,0.75]
precision
0.9570403737070403 [0.953704,1]
precision
0.940950040950041 [0.936364,1]
precision
0.9043722621704273 [0.93578,0.5]
precision
0.9119306222109961 [0.943925,0.5]
precision
0.9161616161616161 [0.944444,0.5]
predictive_accuracy
0.9549549549549549
predictive_accuracy
0.9009009009009009
predictive_accuracy
0.9459459459459459
predictive_accuracy
0.9459459459459459
predictive_accuracy
0.9459459459459459
predictive_accuracy
0.9549549549549549
predictive_accuracy
0.9369369369369369
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
0.954954954954955 [1,0.285714]
recall
0.9009009009009009 [0.951923,0.142857]
recall
0.9459459459459459 [1,0.25]
recall
0.9459459459459459 [0.990291,0.375]
recall
0.9459459459459459 [0.990291,0.375]
recall
0.954954954954955 [1,0.375]
recall
0.9369369369369369 [1,0.125]
recall
0.9279279279279279 [0.990291,0.125]
recall
0.9279279279279279 [0.980583,0.25]
recall
0.9363636363636364 [0.990291,0.142857]
relative_absolute_error
0.36205435703578204
relative_absolute_error
0.7965195854787204
relative_absolute_error
0.40900724015216605
relative_absolute_error
0.40900724015216605
relative_absolute_error
0.40900724015216605
relative_absolute_error
0.34083936679347177
relative_absolute_error
0.4771751135108604
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
0.21223817998900443
root_mean_squared_error
0.3148000938676784
root_mean_squared_error
0.23249527748763857
root_mean_squared_error
0.23249527748763857
root_mean_squared_error
0.23249527748763857
root_mean_squared_error
0.21223817998900443
root_mean_squared_error
0.2511236011669613
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2522624895547565
root_relative_squared_error
0.8727569584186868
root_relative_squared_error
1.2945077669253755
root_relative_squared_error
0.899005222930578
root_relative_squared_error
0.899005222930578
root_relative_squared_error
0.899005222930578
root_relative_squared_error
0.8206757331900636
root_relative_squared_error
0.9710366227212378
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
735.6660869845655
usercpu_time_millis
747.7859440114116
usercpu_time_millis
720.5837390065426
usercpu_time_millis
688.830319995759
usercpu_time_millis
706.5914569975575
usercpu_time_millis
692.3269369872287
usercpu_time_millis
695.402147990535
usercpu_time_millis
716.1184180004057
usercpu_time_millis
712.0357410167344
usercpu_time_millis
706.3723959872732
usercpu_time_millis_testing
2.666963991941884
usercpu_time_millis_testing
2.636377001181245
usercpu_time_millis_testing
2.7274500025669113
usercpu_time_millis_testing
2.641494997078553
usercpu_time_millis_testing
2.6583629951346666
usercpu_time_millis_testing
2.6417209883220494
usercpu_time_millis_testing
2.5683459971332923
usercpu_time_millis_testing
2.887220005504787
usercpu_time_millis_testing
2.8467780066421255
usercpu_time_millis_testing
2.5658959930296987
usercpu_time_millis_training
732.9991229926236
usercpu_time_millis_training
745.1495670102304
usercpu_time_millis_training
717.8562890039757
usercpu_time_millis_training
686.1888249986805
usercpu_time_millis_training
703.9330940024229
usercpu_time_millis_training
689.6852159989066
usercpu_time_millis_training
692.8338019934017
usercpu_time_millis_training
713.2311979949009
usercpu_time_millis_training
709.1889630100923
usercpu_time_millis_training
703.8064999942435
wall_clock_time_millis
737.3912334442139
wall_clock_time_millis
747.8053569793701
wall_clock_time_millis
720.8259105682373
wall_clock_time_millis
688.8506412506104
wall_clock_time_millis
706.6099643707275
wall_clock_time_millis
692.3468112945557
wall_clock_time_millis
695.4164505004883
wall_clock_time_millis
716.8867588043213
wall_clock_time_millis
712.0862007141113
wall_clock_time_millis
706.4368724822998
wall_clock_time_millis_testing
2.672910690307617
wall_clock_time_millis_testing
2.6421546936035156
wall_clock_time_millis_testing
2.735614776611328
wall_clock_time_millis_testing
2.6502609252929688
wall_clock_time_millis_testing
2.6633739471435547
wall_clock_time_millis_testing
2.6509761810302734
wall_clock_time_millis_testing
2.5725364685058594
wall_clock_time_millis_testing
2.894878387451172
wall_clock_time_millis_testing
2.8564929962158203
wall_clock_time_millis_testing
2.568960189819336
wall_clock_time_millis_training
734.7183227539062
wall_clock_time_millis_training
745.1632022857666
wall_clock_time_millis_training
718.090295791626
wall_clock_time_millis_training
686.2003803253174
wall_clock_time_millis_training
703.946590423584
wall_clock_time_millis_training
689.6958351135254
wall_clock_time_millis_training
692.8439140319824
wall_clock_time_millis_training
713.9918804168701
wall_clock_time_millis_training
709.2297077178955
wall_clock_time_millis_training
703.8679122924805