10587931
31892
Young Lee
14951
Supervised Classification
19001
sklearn.linear_model._logistic.LogisticRegression(6)
8304041
Python_3.6.13. Sklearn_0.24.2. NumPy_1.19.5. SciPy_1.5.4.
C
1.0
19001
class_weight
null
19001
dual
false
19001
fit_intercept
true
19001
intercept_scaling
1
19001
l1_ratio
null
19001
max_iter
100
19001
multi_class
"auto"
19001
n_jobs
null
19001
penalty
"l2"
19001
random_state
21051
19001
solver
"lbfgs"
19001
tol
0.0001
19001
verbose
0
19001
warm_start
false
19001
openml-python
Sklearn_0.24.2.
1471
eeg-eye-state
https://www.openml.org/data/download/1587924/phplE7q6h
-1
22103407
description
https://api.openml.org/data/download/22103407/description.xml
-1
22103408
predictions
https://api.openml.org/data/download/22103408/predictions.arff
area_under_roc_curve
0.670463318157644 [0.670463,0.670463]
average_cost
0
f_measure
0.6285903268259686 [0.698632,0.542567]
kappa
0.24955594323686836
kb_relative_information_score
0.10629043701464337
mean_absolute_error
0.44997521589953654
mean_prior_absolute_error
0.4947574918117115
weighted_recall
0.636648865153538 [0.764079,0.480143]
number_of_instances
14980 [8257,6723]
precision
0.6345973606148166 [0.643513,0.623648]
predictive_accuracy
0.636648865153538
prior_entropy
0.9924223735239917
relative_absolute_error
0.909486411720234
root_mean_prior_squared_error
0.4973714869043071
root_mean_squared_error
0.4745893559167902
root_relative_squared_error
0.9541949396228656
total_cost
0
unweighted_recall
0.6221108783498344 [0.764079,0.480143]
area_under_roc_curve
0.679356912256428 [0.679357,0.679357]
area_under_roc_curve
0.6810972270264037 [0.681097,0.681097]
area_under_roc_curve
0.6594045457165917 [0.659405,0.659405]
area_under_roc_curve
0.6783588435374148 [0.678359,0.678359]
area_under_roc_curve
0.659932405165456 [0.659932,0.659932]
area_under_roc_curve
0.6749052375187363 [0.674905,0.674905]
area_under_roc_curve
0.6494761040009225 [0.649476,0.649476]
area_under_roc_curve
0.6591183754333828 [0.659118,0.659118]
area_under_roc_curve
0.6794776892250889 [0.679478,0.679478]
area_under_roc_curve
0.6836381647080013 [0.683638,0.683638]
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
0.6301460604242473 [0.701928,0.541914]
f_measure
0.6477613007252364 [0.716566,0.563189]
f_measure
0.61704256075212 [0.681331,0.538021]
f_measure
0.6295761531258802 [0.692913,0.551724]
f_measure
0.6335308175478133 [0.702822,0.54836]
f_measure
0.6326070380493722 [0.702762,0.546374]
f_measure
0.6075287922323336 [0.694295,0.500879]
f_measure
0.6212348696721419 [0.694598,0.531303]
f_measure
0.6279666653626794 [0.698395,0.541632]
f_measure
0.6373474474599974 [0.700337,0.560132]
kappa
0.253099880004645
kappa
0.28879338160323176
kappa
0.22458795613416277
kappa
0.2501347708894878
kappa
0.2594630820584863
kappa
0.257768379793187
kappa
0.21100869790990526
kappa
0.2354903907981598
kappa
0.24864667867982831
kappa
0.26637722788076873
kb_relative_information_score
0.10847203045557521
kb_relative_information_score
0.1079607411660673
kb_relative_information_score
0.10088398488997308
kb_relative_information_score
0.1089277096070445
kb_relative_information_score
0.09858345999463036
kb_relative_information_score
0.11693225264692117
kb_relative_information_score
0.09557819271168069
kb_relative_information_score
0.10315508621322794
kb_relative_information_score
0.11380707672605558
kb_relative_information_score
0.10860250084374348
mean_absolute_error
0.44936088967076704
mean_absolute_error
0.4499816653205051
mean_absolute_error
0.45179912317171494
mean_absolute_error
0.44926824635216384
mean_absolute_error
0.45322400463623636
mean_absolute_error
0.44503174627861264
mean_absolute_error
0.4540353191562206
mean_absolute_error
0.4512066676017139
mean_absolute_error
0.4466029049623923
mean_absolute_error
0.44924159184500895
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
precision
0.6371759664593212 [0.644085,0.628684]
precision
0.6559791873474108 [0.656912,0.654832]
precision
0.6195423260440435 [0.637804,0.597096]
precision
0.6328498329597835 [0.647059,0.615385]
precision
0.6397901530773078 [0.647299,0.630561]
precision
0.639167810093316 [0.646341,0.63035]
precision
0.6189833941679034 [0.625,0.611588]
precision
0.6279718041460093 [0.637007,0.616896]
precision
0.6342389693992175 [0.642566,0.624031]
precision
0.6414476105604421 [0.652038,0.628466]
predictive_accuracy
0.6388518024032043
predictive_accuracy
0.6562082777036048
predictive_accuracy
0.62283044058745
predictive_accuracy
0.6355140186915889
predictive_accuracy
0.6415220293724967
predictive_accuracy
0.6408544726301736
predictive_accuracy
0.6208277703604806
predictive_accuracy
0.630173564753004
predictive_accuracy
0.636181575433912
predictive_accuracy
0.6435246995994659
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.992560912165838
prior_entropy
0.992560912165838
prior_entropy
0.992560912165838
relative_absolute_error
0.9082823841231853
relative_absolute_error
0.9095371430488293
relative_absolute_error
0.9132107269945743
relative_absolute_error
0.9080951264062184
relative_absolute_error
0.9160908057095615
relative_absolute_error
0.8995319904600473
relative_absolute_error
0.9177306962817583
relative_absolute_error
0.9118872281839426
relative_absolute_error
0.9025830386543378
relative_absolute_error
0.907915816381724
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_squared_error
0.4732161609451011
root_mean_squared_error
0.47343295251282447
root_mean_squared_error
0.47663707204363925
root_mean_squared_error
0.47360645126734013
root_mean_squared_error
0.4767355433921256
root_mean_squared_error
0.4724766058445038
root_mean_squared_error
0.4776805131457475
root_mean_squared_error
0.47693604063279826
root_mean_squared_error
0.47259456171323433
root_mean_squared_error
0.47253476295802865
root_relative_squared_error
0.9514734702693872
root_relative_squared_error
0.9519093628746923
root_relative_squared_error
0.9583517352633563
root_relative_squared_error
0.9522582086573823
root_relative_squared_error
0.9585497269707385
root_relative_squared_error
0.94998648162425
root_relative_squared_error
0.9604497331940732
root_relative_squared_error
0.9588203941358975
root_relative_squared_error
0.9500923925295062
root_relative_squared_error
0.9499721745942898
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
0.6236884584342212 [0.771186,0.47619]
unweighted_recall
0.6410916061339791 [0.788136,0.494048]
unweighted_recall
0.6104091000807103 [0.731235,0.489583]
unweighted_recall
0.6228813559322034 [0.745763,0.5]
unweighted_recall
0.6269420903954802 [0.768765,0.485119]
unweighted_recall
0.6260593220338984 [0.769976,0.482143]
unweighted_recall
0.602489406779661 [0.780872,0.424107]
unweighted_recall
0.6151019856814806 [0.763636,0.466568]
unweighted_recall
0.6216515826917016 [0.764848,0.478455]
unweighted_recall
0.6307821153586384 [0.756364,0.505201]
usercpu_time_millis
7162.270323999998
usercpu_time_millis
11274.629313000003
usercpu_time_millis
9599.537184999996
usercpu_time_millis
8139.793011000002
usercpu_time_millis
6980.292069999998
usercpu_time_millis
6571.420860999992
usercpu_time_millis
7617.451266999992
usercpu_time_millis
6167.568512000003
usercpu_time_millis
6982.896585999996
usercpu_time_millis
9452.818660000006
usercpu_time_millis_testing
100.09737699999732
usercpu_time_millis_testing
57.036252999999704
usercpu_time_millis_testing
16.482347999996705
usercpu_time_millis_testing
50.720945000001905
usercpu_time_millis_testing
20.372949000005747
usercpu_time_millis_testing
44.153788999992116
usercpu_time_millis_testing
15.316356999989011
usercpu_time_millis_testing
27.182823000003964
usercpu_time_millis_testing
33.307370000002834
usercpu_time_millis_testing
26.676936000001206
usercpu_time_millis_training
7062.172947000001
usercpu_time_millis_training
11217.593060000003
usercpu_time_millis_training
9583.054837
usercpu_time_millis_training
8089.072066
usercpu_time_millis_training
6959.919120999992
usercpu_time_millis_training
6527.267072000001
usercpu_time_millis_training
7602.134910000003
usercpu_time_millis_training
6140.385688999999
usercpu_time_millis_training
6949.589215999993
usercpu_time_millis_training
9426.141724000005
wall_clock_time_millis
1987.1015548706055
wall_clock_time_millis
3047.9421615600586
wall_clock_time_millis
2582.5204849243164
wall_clock_time_millis
2331.772804260254
wall_clock_time_millis
1878.7190914154053
wall_clock_time_millis
1837.7346992492676
wall_clock_time_millis
2297.5833415985107
wall_clock_time_millis
1787.8525257110596
wall_clock_time_millis
1971.1534976959229
wall_clock_time_millis
2649.284839630127
wall_clock_time_millis_testing
28.925418853759766
wall_clock_time_millis_testing
15.357017517089844
wall_clock_time_millis_testing
5.330085754394531
wall_clock_time_millis_testing
12.808799743652344
wall_clock_time_millis_testing
3.943920135498047
wall_clock_time_millis_testing
10.83683967590332
wall_clock_time_millis_testing
4.125356674194336
wall_clock_time_millis_testing
10.677099227905273
wall_clock_time_millis_testing
9.109973907470703
wall_clock_time_millis_testing
6.165981292724609
wall_clock_time_millis_training
1958.1761360168457
wall_clock_time_millis_training
3032.5851440429688
wall_clock_time_millis_training
2577.190399169922
wall_clock_time_millis_training
2318.9640045166016
wall_clock_time_millis_training
1874.7751712799072
wall_clock_time_millis_training
1826.8978595733643
wall_clock_time_millis_training
2293.4579849243164
wall_clock_time_millis_training
1777.1754264831543
wall_clock_time_millis_training
1962.0435237884521
wall_clock_time_millis_training
2643.1188583374023
weighted_recall
0.6388518024032043 [0.771186,0.47619]
weighted_recall
0.6562082777036048 [0.788136,0.494048]
weighted_recall
0.62283044058745 [0.731235,0.489583]
weighted_recall
0.6355140186915887 [0.745763,0.5]
weighted_recall
0.6415220293724967 [0.768765,0.485119]
weighted_recall
0.6408544726301736 [0.769976,0.482143]
weighted_recall
0.6208277703604806 [0.780872,0.424107]
weighted_recall
0.630173564753004 [0.763636,0.466568]
weighted_recall
0.6361815754339119 [0.764848,0.478455]
weighted_recall
0.6435246995994659 [0.756364,0.505201]