10558128
8323
Heinrich Peters
3918
Supervised Classification
18591
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1)
8275575
copy
true
17405
with_mean
true
17405
with_std
true
17405
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"median"
17407
verbose
0
17407
C
0.01
17462
class_weight
null
17462
dual
false
17462
fit_intercept
true
17462
intercept_scaling
1
17462
l1_ratio
null
17462
max_iter
10000
17462
multi_class
"warn"
17462
n_jobs
null
17462
penalty
"l2"
17462
random_state
1
17462
solver
"lbfgs"
17462
tol
0.0001
17462
verbose
0
17462
warm_start
false
17462
memory
null
18591
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"}}]
18591
verbose
false
18591
openml-python
Sklearn_0.21.2.
1068
pc1
https://www.openml.org/data/download/53951/pc1.arff
-1
22041216
description
https://api.openml.org/data/download/22041216/description.xml
-1
22041217
predictions
https://api.openml.org/data/download/22041217/predictions.arff
area_under_roc_curve
0.7881933957515352 [0.788193,0.788193]
average_cost
0
f_measure
0.8994809977562374 [0.962998,0.048193]
kappa
0.03854131229217642
kb_relative_information_score
-0.12562820932509525
mean_absolute_error
0.11883036056602118
mean_prior_absolute_error
0.12988972477049396
weighted_recall
0.9287646528403968 [0.996124,0.025974]
number_of_instances
1109 [1032,77]
precision
0.8904367981849104 [0.932004,0.333333]
predictive_accuracy
0.9287646528403968
prior_entropy
0.36380676688852276
relative_absolute_error
0.9148557422535625
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.2438783372301342
root_relative_squared_error
0.9594393824411188
total_cost
0
unweighted_recall
0.511049028490889 [0.996124,0.025974]
area_under_roc_curve
0.7980769230769231 [0.798077,0.798077]
area_under_roc_curve
0.7802197802197802 [0.78022,0.78022]
area_under_roc_curve
0.7985436893203883 [0.798544,0.798544]
area_under_roc_curve
0.6917475728155339 [0.691748,0.691748]
area_under_roc_curve
0.7026699029126213 [0.70267,0.70267]
area_under_roc_curve
0.7888349514563107 [0.788835,0.788835]
area_under_roc_curve
0.9138349514563107 [0.913835,0.913835]
area_under_roc_curve
0.7924757281553398 [0.792476,0.792476]
area_under_roc_curve
0.7936893203883495 [0.793689,0.793689]
area_under_roc_curve
0.8252427184466019 [0.825243,0.825243]
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
0.926433442788583 [0.971963,0.25]
f_measure
0.9019112570514438 [0.962617,0]
f_measure
0.8887197056211139 [0.957746,0]
f_measure
0.8887197056211139 [0.957746,0]
f_measure
0.9134486599275331 [0.967136,0.222222]
f_measure
0.8887197056211139 [0.957746,0]
kappa
0.23798627002288333
kappa
-0.01601830663615609
kappa
-0.016276703967446498
kappa
-0.016276703967446498
kappa
0
kappa
0
kappa
0.20956256358087416
kappa
-0.016276703967446498
kappa
0
kappa
0
kb_relative_information_score
0.03736050390050991
kb_relative_information_score
-0.32861571652977534
kb_relative_information_score
-0.1457649881539418
kb_relative_information_score
-0.14020711759027432
kb_relative_information_score
-0.1931791021455304
kb_relative_information_score
-0.06851057379123518
kb_relative_information_score
0.019158417519062818
kb_relative_information_score
-0.19666355219736267
kb_relative_information_score
-0.12160948654569768
kb_relative_information_score
-0.12145990424525938
mean_absolute_error
0.10255657108734637
mean_absolute_error
0.12182474229063085
mean_absolute_error
0.12487901641223846
mean_absolute_error
0.12384702991059664
mean_absolute_error
0.122723636462394
mean_absolute_error
0.11800146434775055
mean_absolute_error
0.11059220003588087
mean_absolute_error
0.12713335396621395
mean_absolute_error
0.12113710241397545
mean_absolute_error
0.11557919898924911
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
0.9488943488943489 [0.945455,1]
precision
0.8773136773136774 [0.936364,0]
precision
0.8604422604422604 [0.927273,0]
precision
0.8604422604422604 [0.927273,0]
precision
0.940950040950041 [0.936364,1]
precision
0.8604422604422604 [0.927273,0]
predictive_accuracy
0.9459459459459459
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9189189189189189
predictive_accuracy
0.9189189189189189
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.9189189189189189
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
relative_absolute_error
0.8243093855870853
relative_absolute_error
0.9791793680520692
relative_absolute_error
0.944913804330204
relative_absolute_error
0.937105140238354
relative_absolute_error
0.9286048332420478
relative_absolute_error
0.8928738854355719
relative_absolute_error
0.8368106946020903
relative_absolute_error
0.9619715513846776
relative_absolute_error
0.9166001108598522
relative_absolute_error
0.9253150283967336
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
0.21816632757535953
root_mean_squared_error
0.24182512023641983
root_mean_squared_error
0.25450290510860074
root_mean_squared_error
0.2513494418176144
root_mean_squared_error
0.2550167769151738
root_mean_squared_error
0.24600031631217087
root_mean_squared_error
0.22536775139097215
root_mean_squared_error
0.26422592677151563
root_mean_squared_error
0.2454334694293024
root_mean_squared_error
0.23302864365463022
root_relative_squared_error
0.8971344387419368
root_relative_squared_error
0.9944231354495465
root_relative_squared_error
0.9841036059573395
root_relative_squared_error
0.9719098960482542
root_relative_squared_error
0.986090628846656
root_relative_squared_error
0.9512260704692136
root_relative_squared_error
0.8714447354371587
root_relative_squared_error
1.0217002717996915
root_relative_squared_error
0.9490342052674451
root_relative_squared_error
0.9542827717965504
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
0.5714285714285714 [1,0.142857]
unweighted_recall
0.4951923076923077 [0.990385,0]
unweighted_recall
0.49514563106796117 [0.990291,0]
unweighted_recall
0.49514563106796117 [0.990291,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5625 [1,0.125]
unweighted_recall
0.49514563106796117 [0.990291,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
usercpu_time_millis
16.296000001602806
usercpu_time_millis
24.329999996552942
usercpu_time_millis
23.570000001200242
usercpu_time_millis
26.1739999987185
usercpu_time_millis
26.65999999953783
usercpu_time_millis
23.997999996936414
usercpu_time_millis
22.925999997823965
usercpu_time_millis
28.29599999677157
usercpu_time_millis
23.817999997845618
usercpu_time_millis
23.92199999667355
usercpu_time_millis_testing
1.0099999999511056
usercpu_time_millis_testing
1.1779999986174516
usercpu_time_millis_testing
1.1059999997087289
usercpu_time_millis_testing
1.1579999991226941
usercpu_time_millis_testing
1.1400000003050081
usercpu_time_millis_testing
1.1479999993753154
usercpu_time_millis_testing
1.113999998779036
usercpu_time_millis_testing
1.1679999988700729
usercpu_time_millis_testing
1.069999998435378
usercpu_time_millis_testing
1.0999999976775143
usercpu_time_millis_training
15.2860000016517
usercpu_time_millis_training
23.15199999793549
usercpu_time_millis_training
22.464000001491513
usercpu_time_millis_training
25.015999999595806
usercpu_time_millis_training
25.519999999232823
usercpu_time_millis_training
22.8499999975611
usercpu_time_millis_training
21.81199999904493
usercpu_time_millis_training
27.127999997901497
usercpu_time_millis_training
22.74799999941024
usercpu_time_millis_training
22.821999998996034
wall_clock_time_millis
5.925178527832031
wall_clock_time_millis
6.119251251220703
wall_clock_time_millis
5.942344665527344
wall_clock_time_millis
7.092952728271484
wall_clock_time_millis
10.21575927734375
wall_clock_time_millis
6.118059158325195
wall_clock_time_millis
5.771160125732422
wall_clock_time_millis
15.20681381225586
wall_clock_time_millis
6.016016006469727
wall_clock_time_millis
6.060123443603516
wall_clock_time_millis_testing
0.4181861877441406
wall_clock_time_millis_testing
0.30112266540527344
wall_clock_time_millis_testing
0.2791881561279297
wall_clock_time_millis_testing
0.29397010803222656
wall_clock_time_millis_testing
0.2849102020263672
wall_clock_time_millis_testing
0.30684471130371094
wall_clock_time_millis_testing
0.28324127197265625
wall_clock_time_millis_testing
0.2980232238769531
wall_clock_time_millis_testing
0.27298927307128906
wall_clock_time_millis_testing
0.2760887145996094
wall_clock_time_millis_training
5.506992340087891
wall_clock_time_millis_training
5.81812858581543
wall_clock_time_millis_training
5.663156509399414
wall_clock_time_millis_training
6.798982620239258
wall_clock_time_millis_training
9.930849075317383
wall_clock_time_millis_training
5.811214447021484
wall_clock_time_millis_training
5.487918853759766
wall_clock_time_millis_training
14.908790588378906
wall_clock_time_millis_training
5.7430267333984375
wall_clock_time_millis_training
5.784034729003906
weighted_recall
0.9459459459459459 [1,0.142857]
weighted_recall
0.9279279279279279 [0.990385,0]
weighted_recall
0.918918918918919 [0.990291,0]
weighted_recall
0.918918918918919 [0.990291,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9369369369369369 [1,0.125]
weighted_recall
0.918918918918919 [0.990291,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9363636363636364 [1,0]