10550390
8323
Heinrich Peters
3903
Supervised Classification
18601
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(2)
8275621
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
C
100000.0
13106
class_weight
null
13106
dual
false
13106
fit_intercept
true
13106
intercept_scaling
1
13106
l1_ratio
null
13106
max_iter
724
13106
multi_class
"warn"
13106
n_jobs
null
13106
penalty
"l2"
13106
random_state
1
13106
solver
"liblinear"
13106
tol
0.0001
13106
verbose
0
13106
warm_start
false
13106
copy
true
13294
with_mean
true
13294
with_std
true
13294
memory
null
18601
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": "logisticregression", "step_name": "logisticregression"}}]
18601
verbose
false
18601
openml-python
Sklearn_0.21.2.
1050
pc3
https://www.openml.org/data/download/53933/pc3.arff
-1
22025734
description
https://api.openml.org/data/download/22025734/description.xml
-1
22025736
predictions
https://api.openml.org/data/download/22025736/predictions.arff
area_under_roc_curve
0.8193692088382039 [0.819369,0.819369]
average_cost
0
f_measure
0.8754797566276715 [0.944979,0.266055]
kappa
0.22377348886005766
kb_relative_information_score
-0.06302012504368468
mean_absolute_error
0.1487241860341844
mean_prior_absolute_error
0.1841804999396983
weighted_recall
0.8976327575175944 [0.97933,0.18125]
number_of_instances
1563 [1403,160]
precision
0.8706835606625813 [0.912957,0.5]
predictive_accuracy
0.8976327575175944
prior_entropy
0.47645699262891783
relative_absolute_error
0.8074914884196619
root_mean_prior_squared_error
0.30313107457396465
root_mean_squared_error
0.2821579014849251
root_relative_squared_error
0.9308115371592427
total_cost
0
unweighted_recall
0.5802900035637919 [0.97933,0.18125]
area_under_roc_curve
0.714095744680851 [0.714096,0.714096]
area_under_roc_curve
0.9051418439716311 [0.905142,0.905142]
area_under_roc_curve
0.8940602836879433 [0.89406,0.89406]
area_under_roc_curve
0.8254464285714286 [0.825446,0.825446]
area_under_roc_curve
0.7955357142857142 [0.795536,0.795536]
area_under_roc_curve
0.7792410714285715 [0.779241,0.779241]
area_under_roc_curve
0.8254464285714286 [0.825446,0.825446]
area_under_roc_curve
0.8464285714285714 [0.846429,0.846429]
area_under_roc_curve
0.8334821428571428 [0.833482,0.833482]
area_under_roc_curve
0.8265625 [0.826562,0.826562]
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
0.8592397517556754 [0.930556,0.230769]
f_measure
0.8695957363837252 [0.945578,0.2]
f_measure
0.9066078945628459 [0.955017,0.48]
f_measure
0.9069206655413552 [0.958621,0.454545]
f_measure
0.8774928774928773 [0.952381,0.222222]
f_measure
0.864544390317586 [0.941581,0.190476]
f_measure
0.8730845228060965 [0.948805,0.210526]
f_measure
0.875894220721807 [0.944828,0.272727]
f_measure
0.856272156708444 [0.934256,0.173913]
f_measure
0.8603809983120326 [0.937931,0.181818]
kappa
0.16533758639021803
kappa
0.16600265604249687
kappa
0.4388232059389608
kappa
0.42222222222222267
kappa
0.20408163265306098
kappa
0.14890885750962818
kappa
0.18410041841004185
kappa
0.22962962962962993
kappa
0.11890606420927473
kappa
0.13333333333333316
kb_relative_information_score
-0.3605937294219671
kb_relative_information_score
-0.12282469302672046
kb_relative_information_score
0.03277086045093916
kb_relative_information_score
0.038348083772681674
kb_relative_information_score
0.05915895934784831
kb_relative_information_score
0.025958999707934662
kb_relative_information_score
0.0005711870800039987
kb_relative_information_score
-0.024012478870417655
kb_relative_information_score
-0.11625901170867112
kb_relative_information_score
-0.16276893156271854
mean_absolute_error
0.17658940650704388
mean_absolute_error
0.15684294467643495
mean_absolute_error
0.1380725531367498
mean_absolute_error
0.1324609501589429
mean_absolute_error
0.13887737763364771
mean_absolute_error
0.14102712743779752
mean_absolute_error
0.14226786113152265
mean_absolute_error
0.14802041843079453
mean_absolute_error
0.15313263437973013
mean_absolute_error
0.15978820001445085
mean_prior_absolute_error
0.18381799312183292
mean_prior_absolute_error
0.18381799312183292
mean_prior_absolute_error
0.18381799312183292
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
number_of_instances
157 [141,16]
number_of_instances
157 [141,16]
number_of_instances
157 [141,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
precision
0.8492395684388405 [0.911565,0.3]
precision
0.8668664918196578 [0.908497,0.5]
precision
0.905348023182418 [0.932432,0.666667]
precision
0.917094017094017 [0.926667,0.833333]
precision
0.9184149184149183 [0.909091,1]
precision
0.8552555612158261 [0.907285,0.4]
precision
0.8836936483995308 [0.908497,0.666667]
precision
0.870940170940171 [0.913333,0.5]
precision
0.8424170907392385 [0.90604,0.285714]
precision
0.8478632478632477 [0.906667,0.333333]
predictive_accuracy
0.8726114649681529
predictive_accuracy
0.8980891719745223
predictive_accuracy
0.9171974522292993
predictive_accuracy
0.923076923076923
predictive_accuracy
0.9102564102564102
predictive_accuracy
0.891025641025641
predictive_accuracy
0.9038461538461539
predictive_accuracy
0.8974358974358974
predictive_accuracy
0.8782051282051282
predictive_accuracy
0.8846153846153847
prior_entropy
0.47503096657936333
prior_entropy
0.47503096657936333
prior_entropy
0.47503096657936333
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
relative_absolute_error
0.9606753044572846
relative_absolute_error
0.8532513167657143
relative_absolute_error
0.751137311379722
relative_absolute_error
0.7185809344014832
relative_absolute_error
0.7533890982019106
relative_absolute_error
0.7650511708440121
relative_absolute_error
0.771781966417429
relative_absolute_error
0.8029887333502401
relative_absolute_error
0.8307217437887155
relative_absolute_error
0.8668271965053788
root_mean_prior_squared_error
0.30253254627312504
root_mean_prior_squared_error
0.30253254627312504
root_mean_prior_squared_error
0.30253254627312504
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_squared_error
0.317764440543353
root_mean_squared_error
0.26925220561661756
root_mean_squared_error
0.2550202939700087
root_mean_squared_error
0.25949474730758626
root_mean_squared_error
0.28026446205047045
root_mean_squared_error
0.2844853900004199
root_mean_squared_error
0.2792964586559693
root_mean_squared_error
0.2742296315018823
root_mean_squared_error
0.297472409452749
root_mean_squared_error
0.29851422206277306
root_relative_squared_error
1.0503479525025274
root_relative_squared_error
0.8899941805716926
root_relative_squared_error
0.8429516001223137
root_relative_squared_error
0.8553205998447398
root_relative_squared_error
0.9237796536668611
root_relative_squared_error
0.9376922536848217
root_relative_squared_error
0.9205890178153576
root_relative_squared_error
0.9038882495504555
root_relative_squared_error
0.9804987666621142
root_relative_squared_error
0.9839326850584483
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
unweighted_recall
0.568927304964539 [0.950355,0.1875]
unweighted_recall
0.5554078014184397 [0.985816,0.125]
unweighted_recall
0.6768617021276595 [0.978723,0.375]
unweighted_recall
0.6526785714285714 [0.992857,0.3125]
unweighted_recall
0.5625 [1,0.125]
unweighted_recall
0.5517857142857143 [0.978571,0.125]
unweighted_recall
0.5589285714285714 [0.992857,0.125]
unweighted_recall
0.5830357142857143 [0.978571,0.1875]
unweighted_recall
0.5446428571428572 [0.964286,0.125]
unweighted_recall
0.5482142857142858 [0.971429,0.125]
usercpu_time_millis
133.2226450322196
usercpu_time_millis
158.83317694533616
usercpu_time_millis
178.70192602276802
usercpu_time_millis
162.7111749839969
usercpu_time_millis
112.43933800142258
usercpu_time_millis
154.75717501249164
usercpu_time_millis
207.79254799708724
usercpu_time_millis
163.50259201135486
usercpu_time_millis
173.9831399754621
usercpu_time_millis
161.1307860002853
usercpu_time_millis_testing
0.6491560488939285
usercpu_time_millis_testing
0.6603109650313854
usercpu_time_millis_testing
0.6701740203425288
usercpu_time_millis_testing
0.6756350048817694
usercpu_time_millis_testing
0.6217960035428405
usercpu_time_millis_testing
0.6809260230511427
usercpu_time_millis_testing
0.6370089831762016
usercpu_time_millis_testing
0.6871049990877509
usercpu_time_millis_testing
0.6663389503955841
usercpu_time_millis_testing
0.6366349989548326
usercpu_time_millis_training
132.57348898332566
usercpu_time_millis_training
158.17286598030478
usercpu_time_millis_training
178.0317520024255
usercpu_time_millis_training
162.03553997911513
usercpu_time_millis_training
111.81754199787974
usercpu_time_millis_training
154.0762489894405
usercpu_time_millis_training
207.15553901391104
usercpu_time_millis_training
162.8154870122671
usercpu_time_millis_training
173.31680102506652
usercpu_time_millis_training
160.49415100133047
wall_clock_time_millis
133.22949409484863
wall_clock_time_millis
158.88595581054688
wall_clock_time_millis
178.70855331420898
wall_clock_time_millis
162.75644302368164
wall_clock_time_millis
112.44344711303711
wall_clock_time_millis
154.77585792541504
wall_clock_time_millis
207.79752731323242
wall_clock_time_millis
163.50769996643066
wall_clock_time_millis
173.98691177368164
wall_clock_time_millis
161.13972663879395
wall_clock_time_millis_testing
0.6537437438964844
wall_clock_time_millis_testing
0.6639957427978516
wall_clock_time_millis_testing
0.6732940673828125
wall_clock_time_millis_testing
0.6785392761230469
wall_clock_time_millis_testing
0.6251335144042969
wall_clock_time_millis_testing
0.6973743438720703
wall_clock_time_millis_testing
0.6401538848876953
wall_clock_time_millis_testing
0.6902217864990234
wall_clock_time_millis_testing
0.6697177886962891
wall_clock_time_millis_testing
0.6403923034667969
wall_clock_time_millis_training
132.57575035095215
wall_clock_time_millis_training
158.22196006774902
wall_clock_time_millis_training
178.03525924682617
wall_clock_time_millis_training
162.0779037475586
wall_clock_time_millis_training
111.81831359863281
wall_clock_time_millis_training
154.07848358154297
wall_clock_time_millis_training
207.15737342834473
wall_clock_time_millis_training
162.81747817993164
wall_clock_time_millis_training
173.31719398498535
wall_clock_time_millis_training
160.49933433532715
weighted_recall
0.8726114649681529 [0.950355,0.1875]
weighted_recall
0.8980891719745223 [0.985816,0.125]
weighted_recall
0.9171974522292994 [0.978723,0.375]
weighted_recall
0.9230769230769231 [0.992857,0.3125]
weighted_recall
0.9102564102564102 [1,0.125]
weighted_recall
0.8910256410256411 [0.978571,0.125]
weighted_recall
0.9038461538461539 [0.992857,0.125]
weighted_recall
0.8974358974358975 [0.978571,0.1875]
weighted_recall
0.8782051282051282 [0.964286,0.125]
weighted_recall
0.8846153846153846 [0.971429,0.125]