10228507
8323
Heinrich Peters
11
Supervised Classification
12677
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)
8153731
l2_regularization
0.0
12677
learning_rate
0.1
12677
loss
"auto"
12677
max_bins
256
12677
max_depth
null
12677
max_iter
100
12677
max_leaf_nodes
31
12677
min_samples_leaf
20
12677
n_iter_no_change
null
12677
random_state
36931
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
12677
verbose
0
12677
openml-python
Sklearn_0.21.2.
11
balance-scale
https://www.openml.org/data/download/11/dataset_11_balance-scale.arff
-1
21378309
description
https://api.openml.org/data/download/21378309/description.xml
-1
21378310
predictions
https://api.openml.org/data/download/21378310/predictions.arff
area_under_roc_curve
0.9699328305308276 [0.981073,0.809914,0.986018]
average_cost
0
f_measure
0.8450394715239387 [0.897611,0.093023,0.920415]
kappa
0.7380028067873221
kb_relative_information_score
0.6767069451919275
mean_absolute_error
0.11042569055209973
mean_prior_absolute_error
0.3797639065817382
number_of_instances
625 [288,49,288]
precision
0.837819697892755 [0.88255,0.108108,0.917241]
predictive_accuracy
0.8528
prior_entropy
1.3181309146206528
recall
0.8528 [0.913194,0.081633,0.923611]
relative_absolute_error
0.29077458030712655
root_mean_prior_squared_error
0.4355771591352158
root_mean_squared_error
0.2567752311832354
root_relative_squared_error
0.5895057300365122
total_cost
0
area_under_roc_curve
0.9882481728323514 [0.997972,0.893103,0.994929]
area_under_roc_curve
0.9726649280401816 [0.990872,0.837931,0.977688]
area_under_roc_curve
0.9659518980005796 [0.976673,0.782759,0.986815]
area_under_roc_curve
0.954489841913777 [0.970588,0.72069,0.978702]
area_under_roc_curve
0.9665314401622718 [0.977688,0.772414,0.988844]
area_under_roc_curve
0.974921630094044 [0.979101,0.793103,0.99582]
area_under_roc_curve
0.980355840437734 [0.99373,0.82807,0.993697]
area_under_roc_curve
0.9734965756637584 [0.979101,0.863158,0.987395]
area_under_roc_curve
0.9565178903788711 [0.961134,0.775439,0.983281]
area_under_roc_curve
0.9689123835982919 [0.982143,0.817544,0.982236]
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
0.9123824393145237 [0.965517,0.571429,0.918033]
f_measure
0.829109811565952 [0.888889,0,0.912281]
f_measure
0.8342749529190209 [0.881356,0,0.931034]
f_measure
0.8164856585909217 [0.877193,0,0.896552]
f_measure
0.8428571428571429 [0.9,0,0.931034]
f_measure
0.8564132104454685 [0.866667,0,0.964286]
f_measure
0.8858270155096378 [0.964286,0.333333,0.903226]
f_measure
0.8329654782116582 [0.9,0,0.912281]
f_measure
0.8146373999514916 [0.842105,0,0.928571]
f_measure
0.8408526956914054 [0.892857,0.153846,0.909091]
kappa
0.8561643835616438
kappa
0.7382271468144044
kappa
0.7184986595174263
kappa
0.6692913385826771
kappa
0.7439024390243902
kappa
0.7399813606710158
kappa
0.8231939163498099
kappa
0.7371643900141309
kappa
0.6647138350608381
kappa
0.6990291262135924
kb_relative_information_score
0.7872897947829989
kb_relative_information_score
0.6812312252172599
kb_relative_information_score
0.669493051543719
kb_relative_information_score
0.5836254386051596
kb_relative_information_score
0.669175891180181
kb_relative_information_score
0.701061717721427
kb_relative_information_score
0.7226358072000041
kb_relative_information_score
0.6837804550401052
kb_relative_information_score
0.5930775471636546
kb_relative_information_score
0.6763502511033636
mean_absolute_error
0.07076955193028524
mean_absolute_error
0.11199901654212466
mean_absolute_error
0.12233264812027331
mean_absolute_error
0.14700821605644035
mean_absolute_error
0.10522614275261379
mean_absolute_error
0.0968021671928983
mean_absolute_error
0.08653043533517879
mean_absolute_error
0.10419113962210481
mean_absolute_error
0.14130307445084417
mean_absolute_error
0.11801052766918062
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.376241353331964
mean_prior_absolute_error
0.38033353879871284
mean_prior_absolute_error
0.38033353879871284
mean_prior_absolute_error
0.38033353879871284
mean_prior_absolute_error
0.38033353879871284
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
62 [29,4,29]
number_of_instances
62 [29,5,28]
number_of_instances
62 [29,5,28]
number_of_instances
62 [28,5,29]
number_of_instances
62 [28,5,29]
precision
0.9265873015873016 [0.965517,1,0.875]
precision
0.8065226090436175 [0.823529,0,0.928571]
precision
0.8275132275132275 [0.866667,0,0.931034]
precision
0.8236961451247166 [0.892857,0,0.896552]
precision
0.8294930875576036 [0.870968,0,0.931034]
precision
0.8600416233090532 [0.83871,0,1]
precision
0.9203036053130931 [1,1,0.823529]
precision
0.8122824643869533 [0.870968,0,0.896552]
precision
0.824166769661764 [0.827586,0,0.962963]
precision
0.8630583126550869 [0.892857,0.125,0.961538]
predictive_accuracy
0.9206349206349206
predictive_accuracy
0.8571428571428571
predictive_accuracy
0.8412698412698413
predictive_accuracy
0.8095238095238095
predictive_accuracy
0.8571428571428571
predictive_accuracy
0.8548387096774194
predictive_accuracy
0.903225806451613
predictive_accuracy
0.8548387096774194
predictive_accuracy
0.8064516129032258
predictive_accuracy
0.8225806451612904
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.2829898723732678
prior_entropy
1.3238135738688475
prior_entropy
1.3238135738688475
prior_entropy
1.3238135738688475
prior_entropy
1.3238135738688475
recall
0.9206349206349206 [0.965517,0.4,0.965517]
recall
0.8571428571428571 [0.965517,0,0.896552]
recall
0.8412698412698413 [0.896552,0,0.931034]
recall
0.8095238095238095 [0.862069,0,0.896552]
recall
0.8571428571428571 [0.931034,0,0.931034]
recall
0.8548387096774194 [0.896552,0,0.931034]
recall
0.9032258064516129 [0.931034,0.2,1]
recall
0.8548387096774194 [0.931034,0,0.928571]
recall
0.8064516129032258 [0.857143,0,0.896552]
recall
0.8225806451612904 [0.892857,0.2,0.862069]
relative_absolute_error
0.1862313687856821
relative_absolute_error
0.2947274581282779
relative_absolute_error
0.3219205984101513
relative_absolute_error
0.38685480622940316
relative_absolute_error
0.276904517018296
relative_absolute_error
0.2572874202573053
relative_absolute_error
0.22751197700966894
relative_absolute_error
0.27394675723627615
relative_absolute_error
0.371524096710354
relative_absolute_error
0.3102816755049213
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.4315146675497014
root_mean_prior_squared_error
0.43623055117366344
root_mean_prior_squared_error
0.43623055117366344
root_mean_prior_squared_error
0.43623055117366344
root_mean_prior_squared_error
0.43623055117366344
root_mean_squared_error
0.19164983828474688
root_mean_squared_error
0.2478728651054764
root_mean_squared_error
0.25715768448845616
root_mean_squared_error
0.2928461308643794
root_mean_squared_error
0.26160398235359655
root_mean_squared_error
0.23648664875916817
root_mean_squared_error
0.22648022801044415
root_mean_squared_error
0.25437938213991035
root_mean_squared_error
0.31357994554177926
root_mean_squared_error
0.2660050826600644
root_relative_squared_error
0.4397069166014703
root_relative_squared_error
0.5687007836801063
root_relative_squared_error
0.5900031721330818
root_relative_squared_error
0.6718840484995873
root_relative_squared_error
0.6002044221944974
root_relative_squared_error
0.5480384945013019
root_relative_squared_error
0.5191755309230562
root_relative_squared_error
0.5831305979269706
root_relative_squared_error
0.7188399452952186
root_relative_squared_error
0.6097809562956715
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
4356.7840000000615
usercpu_time_millis
3715.537999999924
usercpu_time_millis
3772.6040000002286
usercpu_time_millis
3799.835999999914
usercpu_time_millis
4128.074000000197
usercpu_time_millis
3841.762000000017
usercpu_time_millis
3689.752000000226
usercpu_time_millis
3806.792000000087
usercpu_time_millis
4089.9919999999383
usercpu_time_millis
3720.8479999999327
usercpu_time_millis_testing
33.88200000017605
usercpu_time_millis_testing
39.69599999982165
usercpu_time_millis_testing
37.21200000018143
usercpu_time_millis_testing
33.61199999994824
usercpu_time_millis_testing
40.40400000008049
usercpu_time_millis_testing
33.9000000001306
usercpu_time_millis_testing
35.62600000009297
usercpu_time_millis_testing
42.28200000011384
usercpu_time_millis_testing
35.893999999871085
usercpu_time_millis_testing
34.92800000003626
usercpu_time_millis_training
4322.901999999885
usercpu_time_millis_training
3675.8420000001024
usercpu_time_millis_training
3735.392000000047
usercpu_time_millis_training
3766.2239999999656
usercpu_time_millis_training
4087.6700000001165
usercpu_time_millis_training
3807.8619999998864
usercpu_time_millis_training
3654.126000000133
usercpu_time_millis_training
3764.509999999973
usercpu_time_millis_training
4054.0980000000673
usercpu_time_millis_training
3685.9199999998964
wall_clock_time_millis
570.4057216644287
wall_clock_time_millis
479.14862632751465
wall_clock_time_millis
490.0648593902588
wall_clock_time_millis
506.15620613098145
wall_clock_time_millis
533.4970951080322
wall_clock_time_millis
500.4427433013916
wall_clock_time_millis
472.60332107543945
wall_clock_time_millis
498.98290634155273
wall_clock_time_millis
525.3489017486572
wall_clock_time_millis
479.37989234924316
wall_clock_time_millis_testing
4.242897033691406
wall_clock_time_millis_testing
5.724906921386719
wall_clock_time_millis_testing
4.6939849853515625
wall_clock_time_millis_testing
4.210233688354492
wall_clock_time_millis_testing
6.215095520019531
wall_clock_time_millis_testing
4.250764846801758
wall_clock_time_millis_testing
4.467010498046875
wall_clock_time_millis_testing
7.026910781860352
wall_clock_time_millis_testing
4.50897216796875
wall_clock_time_millis_testing
4.391193389892578
wall_clock_time_millis_training
566.1628246307373
wall_clock_time_millis_training
473.42371940612793
wall_clock_time_millis_training
485.3708744049072
wall_clock_time_millis_training
501.94597244262695
wall_clock_time_millis_training
527.2819995880127
wall_clock_time_millis_training
496.19197845458984
wall_clock_time_millis_training
468.1363105773926
wall_clock_time_millis_training
491.9559955596924
wall_clock_time_millis_training
520.8399295806885
wall_clock_time_millis_training
474.9886989593506