10283710
8323
Heinrich Peters
9985
Supervised Classification
12736
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1)
8156853
l2_regularization
0.01
12677
learning_rate
0.1
12677
loss
"auto"
12677
max_bins
256
12677
max_depth
3
12677
max_iter
400
12677
max_leaf_nodes
16
12677
min_samples_leaf
11
12677
n_iter_no_change
null
12677
random_state
55746
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.2
12677
verbose
0
12677
memory
null
12736
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "histgradientboostingclassifier", "step_name": "histgradientboostingclassifier"}}]
12736
verbose
false
12736
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
openml-python
Sklearn_0.21.2.
1475
first-order-theorem-proving
https://www.openml.org/data/download/1587932/phpPbCMyg
-1
21488931
description
https://api.openml.org/data/download/21488931/description.xml
-1
21488932
predictions
https://api.openml.org/data/download/21488932/predictions.arff
area_under_roc_curve
0.8597992210870291 [0.809174,0.815294,0.848621,0.801802,0.837965,0.912474]
average_cost
0
f_measure
0.5960710237261736 [0.475928,0.405832,0.491918,0.430314,0.409171,0.799711]
kappa
0.46437287037404595
kb_relative_information_score
0.43253190059839625
mean_absolute_error
0.1639620191266912
mean_prior_absolute_error
0.2507645736611627
number_of_instances
6118 [1089,486,748,617,624,2554]
precision
0.590987067802153 [0.475275,0.495549,0.518519,0.46516,0.454902,0.743357]
predictive_accuracy
0.6088591042824452
prior_entropy
2.3000072984859514
recall
0.6088591042824453 [0.476584,0.343621,0.467914,0.400324,0.371795,0.865309]
relative_absolute_error
0.653848415399535
root_mean_prior_squared_error
0.35407492669342416
root_mean_squared_error
0.2957849855968817
root_relative_squared_error
0.8353739937450787
total_cost
0
area_under_roc_curve
0.8658886007594107 [0.82318,0.779366,0.847458,0.822595,0.85191,0.919549]
area_under_roc_curve
0.87127766625635 [0.837461,0.797244,0.873495,0.857434,0.835545,0.91121]
area_under_roc_curve
0.8587334082206601 [0.795984,0.813825,0.855022,0.786129,0.829951,0.919795]
area_under_roc_curve
0.8625361284456409 [0.81127,0.843278,0.857207,0.799003,0.829091,0.913297]
area_under_roc_curve
0.8498427188295347 [0.781595,0.831116,0.828194,0.789062,0.83151,0.908217]
area_under_roc_curve
0.8498942920285799 [0.799633,0.753217,0.845798,0.794238,0.83522,0.908261]
area_under_roc_curve
0.8442520322896209 [0.820225,0.787998,0.840099,0.794545,0.815264,0.885687]
area_under_roc_curve
0.8685766686993373 [0.786811,0.870084,0.849609,0.801702,0.858534,0.927027]
area_under_roc_curve
0.8651964074590235 [0.810236,0.846803,0.850572,0.793756,0.852797,0.916357]
area_under_roc_curve
0.8649222276817228 [0.829974,0.828615,0.841625,0.785484,0.845064,0.91716]
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
0.5754773329658055 [0.45933,0.30137,0.427586,0.429752,0.366667,0.805755]
f_measure
0.6366977493458623 [0.554113,0.473684,0.537313,0.504348,0.45,0.810219]
f_measure
0.5903600824061771 [0.414414,0.363636,0.515152,0.435644,0.396694,0.816029]
f_measure
0.5841597935476159 [0.433498,0.418605,0.535032,0.393443,0.411215,0.783242]
f_measure
0.5797443269086604 [0.410959,0.457831,0.465753,0.442478,0.392857,0.787659]
f_measure
0.5897506992151571 [0.502326,0.358974,0.476821,0.448276,0.410714,0.782609]
f_measure
0.5718346174722686 [0.5,0.418605,0.444444,0.403509,0.358491,0.76225]
f_measure
0.6138261089309744 [0.463636,0.457831,0.521739,0.429752,0.444444,0.819495]
f_measure
0.5930371403154832 [0.490909,0.414634,0.457143,0.418182,0.342342,0.812165]
f_measure
0.6244115003784322 [0.52381,0.38961,0.537931,0.4,0.512821,0.817204]
kappa
0.43984974793238657
kappa
0.5173448710225095
kappa
0.45593062867760914
kappa
0.45002273926252023
kappa
0.441240810602547
kappa
0.45661816826582285
kappa
0.43140984374085567
kappa
0.4871145527604353
kappa
0.4613861020950133
kappa
0.502937517025083
kb_relative_information_score
0.4255311960619422
kb_relative_information_score
0.4545576260259718
kb_relative_information_score
0.43360446762751736
kb_relative_information_score
0.43712137078899205
kb_relative_information_score
0.4236069371960193
kb_relative_information_score
0.4291649387563673
kb_relative_information_score
0.4119202860770907
kb_relative_information_score
0.4450710176130539
kb_relative_information_score
0.4271545446958288
kb_relative_information_score
0.437597076513529
mean_absolute_error
0.16531068509920738
mean_absolute_error
0.15977741137910478
mean_absolute_error
0.1632587480819888
mean_absolute_error
0.1632726944494565
mean_absolute_error
0.16469259492139016
mean_absolute_error
0.164538541255879
mean_absolute_error
0.16942592426404185
mean_absolute_error
0.1615421393908151
mean_absolute_error
0.1649225751110342
mean_absolute_error
0.16287867668251865
mean_prior_absolute_error
0.25067495791407446
mean_prior_absolute_error
0.25083558171073006
mean_prior_absolute_error
0.25088921191526126
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25067558048692967
mean_prior_absolute_error
0.25058368192114683
mean_prior_absolute_error
0.25059472840439195
number_of_instances
612 [109,48,74,62,63,256]
number_of_instances
612 [109,48,75,62,63,255]
number_of_instances
612 [108,49,75,62,63,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,61,62,256]
number_of_instances
611 [109,48,75,61,62,256]
number_of_instances
611 [109,48,74,61,63,256]
precision
0.569500570577754 [0.48,0.44,0.43662,0.440678,0.385965,0.746667]
precision
0.6385212537283115 [0.52459,0.642857,0.610169,0.54717,0.473684,0.757679]
precision
0.5903346866846386 [0.403509,0.36,0.596491,0.564103,0.413793,0.761905]
precision
0.5798438750453755 [0.468085,0.486486,0.512195,0.4,0.488889,0.731293]
precision
0.5759860774838965 [0.409091,0.558824,0.478873,0.490196,0.44,0.733108]
precision
0.5858434434582623 [0.509434,0.482759,0.473684,0.481481,0.46,0.727273]
precision
0.5683728401626538 [0.471545,0.486486,0.5,0.442308,0.431818,0.709459]
precision
0.6112883132501409 [0.459459,0.558824,0.571429,0.433333,0.521739,0.761745]
precision
0.5865995944611242 [0.486486,0.5,0.492308,0.469388,0.387755,0.749175]
precision
0.6204335741975352 [0.544554,0.517241,0.549296,0.425926,0.555556,0.754967]
predictive_accuracy
0.5915032679738562
predictive_accuracy
0.6470588235294117
predictive_accuracy
0.6013071895424836
predictive_accuracy
0.5964052287581699
predictive_accuracy
0.5915032679738562
predictive_accuracy
0.6029411764705883
predictive_accuracy
0.5849673202614379
predictive_accuracy
0.6258169934640523
predictive_accuracy
0.6088379705400981
predictive_accuracy
0.6382978723404256
prior_entropy
2.2982053906988225
prior_entropy
2.3010980143383097
prior_entropy
2.3029972536480843
prior_entropy
2.301686142471426
prior_entropy
2.301686142471426
prior_entropy
2.301686142471426
prior_entropy
2.301686142471426
prior_entropy
2.2983403180467192
prior_entropy
2.2961240491639523
prior_entropy
2.2965513970017746
recall
0.5915032679738562 [0.440367,0.229167,0.418919,0.419355,0.349206,0.875]
recall
0.6470588235294118 [0.587156,0.375,0.48,0.467742,0.428571,0.870588]
recall
0.6013071895424836 [0.425926,0.367347,0.453333,0.354839,0.380952,0.878431]
recall
0.5964052287581699 [0.40367,0.367347,0.56,0.387097,0.354839,0.843137]
recall
0.5915032679738562 [0.412844,0.387755,0.453333,0.403226,0.354839,0.85098]
recall
0.6029411764705882 [0.495413,0.285714,0.48,0.419355,0.370968,0.847059]
recall
0.5849673202614379 [0.53211,0.367347,0.4,0.370968,0.306452,0.823529]
recall
0.6258169934640523 [0.46789,0.387755,0.48,0.42623,0.387097,0.886719]
recall
0.6088379705400983 [0.495413,0.354167,0.426667,0.377049,0.306452,0.886719]
recall
0.6382978723404256 [0.504587,0.3125,0.527027,0.377049,0.47619,0.890625]
relative_absolute_error
0.6594623031945298
relative_absolute_error
0.636980647998194
relative_absolute_error
0.6507204787152429
relative_absolute_error
0.6508833582044411
relative_absolute_error
0.6565437632746495
relative_absolute_error
0.6559296313924646
relative_absolute_error
0.6754130868221118
relative_absolute_error
0.6444271080454843
relative_absolute_error
0.6581536908015093
relative_absolute_error
0.6499684878433541
root_mean_prior_squared_error
0.35394835494159665
root_mean_prior_squared_error
0.3541751851309153
root_mean_prior_squared_error
0.3542508884492025
root_mean_prior_squared_error
0.3541925116962025
root_mean_prior_squared_error
0.3541925116962025
root_mean_prior_squared_error
0.3541925116962025
root_mean_prior_squared_error
0.3541925116962025
root_mean_prior_squared_error
0.3539492344090008
root_mean_prior_squared_error
0.3538193917423618
root_mean_prior_squared_error
0.35383500173976573
root_mean_squared_error
0.29758181729278227
root_mean_squared_error
0.2864332707678877
root_mean_squared_error
0.29683695691739426
root_mean_squared_error
0.2956564686248579
root_mean_squared_error
0.3002377900804033
root_mean_squared_error
0.2994956321338952
root_mean_squared_error
0.30293776730427874
root_mean_squared_error
0.2919348307222722
root_mean_squared_error
0.29497401701377435
root_mean_squared_error
0.29139565656136884
root_relative_squared_error
0.8407492594276497
root_relative_squared_error
0.8087333127588038
root_relative_squared_error
0.8379286166842147
root_relative_squared_error
0.8347338209071115
root_relative_squared_error
0.8476683728929956
root_relative_squared_error
0.8455730210094846
root_relative_squared_error
0.8552912817200213
root_relative_squared_error
0.8247929430041689
root_relative_squared_error
0.8336852753072492
root_relative_squared_error
0.8235354194147275
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
14565.886832002434
usercpu_time_millis
12942.459006007994
usercpu_time_millis
14488.994382991223
usercpu_time_millis
9177.807961008511
usercpu_time_millis
7944.638553017285
usercpu_time_millis
7902.091140989796
usercpu_time_millis
7969.7019350132905
usercpu_time_millis
8192.159525991883
usercpu_time_millis
11384.437001004699
usercpu_time_millis
15030.191162994015
usercpu_time_millis_testing
135.7570139953168
usercpu_time_millis_testing
124.92569000460207
usercpu_time_millis_testing
135.89076499920338
usercpu_time_millis_testing
74.40182100981474
usercpu_time_millis_testing
75.42951100913342
usercpu_time_millis_testing
75.92231099260971
usercpu_time_millis_testing
74.80477000353858
usercpu_time_millis_testing
76.86828899022657
usercpu_time_millis_testing
286.67502000462264
usercpu_time_millis_testing
142.56883598864079
usercpu_time_millis_training
14430.129818007117
usercpu_time_millis_training
12817.533316003392
usercpu_time_millis_training
14353.10361799202
usercpu_time_millis_training
9103.406139998697
usercpu_time_millis_training
7869.209042008151
usercpu_time_millis_training
7826.168829997187
usercpu_time_millis_training
7894.897165009752
usercpu_time_millis_training
8115.291237001657
usercpu_time_millis_training
11097.761981000076
usercpu_time_millis_training
14887.622327005374
wall_clock_time_millis
14566.23888015747
wall_clock_time_millis
12950.71005821228
wall_clock_time_millis
14489.291667938232
wall_clock_time_millis
9182.332515716553
wall_clock_time_millis
7948.323011398315
wall_clock_time_millis
7902.23240852356
wall_clock_time_millis
7973.475217819214
wall_clock_time_millis
8192.343473434448
wall_clock_time_millis
11386.615753173828
wall_clock_time_millis
15030.483484268188
wall_clock_time_millis_testing
135.7712745666504
wall_clock_time_millis_testing
124.9392032623291
wall_clock_time_millis_testing
135.90264320373535
wall_clock_time_millis_testing
74.41377639770508
wall_clock_time_millis_testing
75.44231414794922
wall_clock_time_millis_testing
75.93274116516113
wall_clock_time_millis_testing
74.8145580291748
wall_clock_time_millis_testing
76.87926292419434
wall_clock_time_millis_testing
286.6935729980469
wall_clock_time_millis_testing
142.58575439453125
wall_clock_time_millis_training
14430.46760559082
wall_clock_time_millis_training
12825.770854949951
wall_clock_time_millis_training
14353.389024734497
wall_clock_time_millis_training
9107.918739318848
wall_clock_time_millis_training
7872.880697250366
wall_clock_time_millis_training
7826.299667358398
wall_clock_time_millis_training
7898.660659790039
wall_clock_time_millis_training
8115.464210510254
wall_clock_time_millis_training
11099.922180175781
wall_clock_time_millis_training
14887.897729873657