10230026
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)
8155048
l2_regularization
10.0
12677
learning_rate
0.01
12677
loss
"auto"
12677
max_bins
128
12677
max_depth
18
12677
max_iter
450
12677
max_leaf_nodes
64
12677
min_samples_leaf
13
12677
n_iter_no_change
null
12677
random_state
35457
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
21381499
description
https://api.openml.org/data/download/21381499/description.xml
-1
21381500
predictions
https://api.openml.org/data/download/21381500/predictions.arff
area_under_roc_curve
0.8709496029010274 [0.823135,0.836899,0.863611,0.816833,0.846654,0.918975]
average_cost
0
f_measure
0.6049075867237461 [0.497025,0.407317,0.505907,0.417344,0.416592,0.808824]
kappa
0.4772501168574758
kb_relative_information_score
0.4237093987898056
mean_absolute_error
0.1677275621537977
mean_prior_absolute_error
0.2507645736611627
number_of_instances
6118 [1089,486,748,617,624,2554]
precision
0.59993698521876 [0.495438,0.5,0.526773,0.471429,0.476289,0.746195]
predictive_accuracy
0.6196469434455705
prior_entropy
2.3000072984859514
recall
0.6196469434455705 [0.498623,0.343621,0.486631,0.374392,0.370192,0.882929]
relative_absolute_error
0.6688646633971271
root_mean_prior_squared_error
0.35407492669342416
root_mean_squared_error
0.2900690847273215
root_relative_squared_error
0.8192307979448594
total_cost
0
area_under_roc_curve
0.8748931665900844 [0.824621,0.814014,0.862906,0.813974,0.857403,0.930236]
area_under_roc_curve
0.8808798752734762 [0.848369,0.829012,0.897058,0.854267,0.840229,0.916296]
area_under_roc_curve
0.8721110306330541 [0.805353,0.855077,0.867052,0.810645,0.845766,0.9266]
area_under_roc_curve
0.8720614566819785 [0.821046,0.862562,0.870391,0.809267,0.829912,0.9217]
area_under_roc_curve
0.8608662688075964 [0.80246,0.826875,0.834426,0.801935,0.860601,0.914533]
area_under_roc_curve
0.8674299364270055 [0.817727,0.787835,0.869745,0.83371,0.835367,0.919284]
area_under_roc_curve
0.8565699708643247 [0.836258,0.81069,0.844221,0.822405,0.821158,0.894617]
area_under_roc_curve
0.8840227756233752 [0.820536,0.867782,0.883104,0.818928,0.875836,0.931926]
area_under_roc_curve
0.8723182881568851 [0.812758,0.866119,0.855274,0.822727,0.856499,0.919482]
area_under_roc_curve
0.8727359369412664 [0.847774,0.850855,0.854686,0.78769,0.851379,0.918205]
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
0.5981544331382894 [0.490741,0.30137,0.463576,0.419355,0.414414,0.826958]
f_measure
0.6419910120259306 [0.565401,0.419753,0.567164,0.486486,0.453782,0.822878]
f_measure
0.5819083752347519 [0.459459,0.292135,0.510638,0.395833,0.35,0.81295]
f_measure
0.5986838944902935 [0.467662,0.404494,0.576923,0.327273,0.428571,0.805755]
f_measure
0.6001665433221429 [0.444444,0.457831,0.478873,0.458716,0.417391,0.808587]
f_measure
0.622653599060426 [0.522936,0.405063,0.524823,0.491228,0.472727,0.80427]
f_measure
0.5986271935281267 [0.554113,0.494118,0.416667,0.438596,0.361702,0.78777]
f_measure
0.61393580744779 [0.470046,0.405063,0.545455,0.422018,0.433962,0.824561]
f_measure
0.5842696640544769 [0.442396,0.439024,0.496552,0.361905,0.377358,0.800705]
f_measure
0.6056664720275377 [0.542857,0.45,0.478873,0.365217,0.448276,0.794275]
kappa
0.47084897503529655
kappa
0.52568842056238
kappa
0.4482606974801003
kappa
0.47220171752238266
kappa
0.4699159540499872
kappa
0.5000551961671781
kappa
0.46967071057192383
kappa
0.490305816510094
kappa
0.4493637789785601
kappa
0.47572575982441084
kb_relative_information_score
0.4202831871839659
kb_relative_information_score
0.44545810096396826
kb_relative_information_score
0.4172522051988841
kb_relative_information_score
0.4249391304370777
kb_relative_information_score
0.42204306029676714
kb_relative_information_score
0.42344517201632553
kb_relative_information_score
0.4131322170895861
kb_relative_information_score
0.4415965064462442
kb_relative_information_score
0.41108980104556564
kb_relative_information_score
0.41781082109678047
mean_absolute_error
0.16858212936888067
mean_absolute_error
0.16402539669489244
mean_absolute_error
0.1680168960090219
mean_absolute_error
0.16781238043836394
mean_absolute_error
0.16846084411325785
mean_absolute_error
0.16709167711807565
mean_absolute_error
0.17053296226957265
mean_absolute_error
0.1647342621025899
mean_absolute_error
0.16928171706718398
mean_absolute_error
0.16874155267220153
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
0.5935767791368173 [0.495327,0.44,0.454545,0.419355,0.479167,0.774744]
precision
0.6417666646746732 [0.523438,0.515152,0.644068,0.55102,0.482143,0.777003]
precision
0.5791981365065809 [0.447368,0.325,0.545455,0.558824,0.368421,0.750831]
precision
0.591795573751352 [0.51087,0.45,0.555556,0.375,0.48,0.744186]
precision
0.5963493696385902 [0.448598,0.558824,0.507463,0.531915,0.45283,0.743421]
precision
0.6206970691234918 [0.522936,0.533333,0.560606,0.538462,0.541667,0.736156]
precision
0.5990998539605327 [0.52459,0.583333,0.434783,0.480769,0.53125,0.727575]
precision
0.6108674439568041 [0.472222,0.533333,0.573529,0.479167,0.522727,0.748408]
precision
0.5790600171206556 [0.444444,0.529412,0.514286,0.431818,0.454545,0.729904]
precision
0.6018119321119031 [0.564356,0.5625,0.5,0.388889,0.490566,0.732673]
predictive_accuracy
0.6127450980392157
predictive_accuracy
0.6519607843137255
predictive_accuracy
0.5980392156862745
predictive_accuracy
0.6143790849673203
predictive_accuracy
0.6143790849673203
predictive_accuracy
0.6372549019607843
predictive_accuracy
0.6143790849673203
predictive_accuracy
0.6323529411764706
predictive_accuracy
0.6022913256955811
predictive_accuracy
0.618657937806874
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
0.6127450980392157 [0.486239,0.229167,0.472973,0.419355,0.365079,0.886719]
recall
0.6519607843137255 [0.614679,0.354167,0.506667,0.435484,0.428571,0.87451]
recall
0.5980392156862745 [0.472222,0.265306,0.48,0.306452,0.333333,0.886275]
recall
0.6143790849673203 [0.431193,0.367347,0.6,0.290323,0.387097,0.878431]
recall
0.6143790849673203 [0.440367,0.387755,0.453333,0.403226,0.387097,0.886275]
recall
0.6372549019607843 [0.522936,0.326531,0.493333,0.451613,0.419355,0.886275]
recall
0.6143790849673203 [0.587156,0.428571,0.4,0.403226,0.274194,0.858824]
recall
0.6323529411764706 [0.46789,0.326531,0.52,0.377049,0.370968,0.917969]
recall
0.602291325695581 [0.440367,0.375,0.48,0.311475,0.322581,0.886719]
recall
0.618657937806874 [0.522936,0.375,0.459459,0.344262,0.412698,0.867188]
relative_absolute_error
0.6725128460046125
relative_absolute_error
0.6539159858271251
relative_absolute_error
0.6696856143251396
relative_absolute_error
0.6689807263627674
relative_absolute_error
0.671565813941629
relative_absolute_error
0.666107656870284
relative_absolute_error
0.6798262718750655
relative_absolute_error
0.657161187310701
relative_absolute_error
0.6755496438130126
relative_absolute_error
0.6733643351024464
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
0.2918380963008484
root_mean_squared_error
0.28299164382193887
root_mean_squared_error
0.2919478088332767
root_mean_squared_error
0.29083719465530034
root_mean_squared_error
0.29305467707064214
root_mean_squared_error
0.2892291208145729
root_mean_squared_error
0.2949300314695789
root_mean_squared_error
0.2839556874096675
root_mean_squared_error
0.2921206006973258
root_mean_squared_error
0.28956024882731746
root_relative_squared_error
0.8245216914456438
root_relative_squared_error
0.7990160115744288
root_relative_squared_error
0.8241272452733461
root_relative_squared_error
0.821127452024612
root_relative_squared_error
0.8273881219770128
root_relative_squared_error
0.816587339550109
root_relative_squared_error
0.8326828539010613
root_relative_squared_error
0.8022497573240877
root_relative_squared_error
0.8256206627307675
root_relative_squared_error
0.8183482340740268
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
50524.1139990103
usercpu_time_millis
75478.50235499209
usercpu_time_millis
73043.86220801098
usercpu_time_millis
76093.73831399716
usercpu_time_millis
51281.31259699876
usercpu_time_millis
49718.14132698637
usercpu_time_millis
49710.65045101568
usercpu_time_millis
49500.77748899639
usercpu_time_millis
49368.78887000785
usercpu_time_millis
49564.007994005806
usercpu_time_millis_testing
179.6730460046092
usercpu_time_millis_testing
263.9648879994638
usercpu_time_millis_testing
229.9758900044253
usercpu_time_millis_testing
185.64642500132322
usercpu_time_millis_testing
179.26012599491514
usercpu_time_millis_testing
179.58695799461566
usercpu_time_millis_testing
255.80949400318787
usercpu_time_millis_testing
184.34569399687462
usercpu_time_millis_testing
180.72981700242963
usercpu_time_millis_testing
178.09725100232754
usercpu_time_millis_training
50344.44095300569
usercpu_time_millis_training
75214.53746699262
usercpu_time_millis_training
72813.88631800655
usercpu_time_millis_training
75908.09188899584
usercpu_time_millis_training
51102.052471003844
usercpu_time_millis_training
49538.554368991754
usercpu_time_millis_training
49454.84095701249
usercpu_time_millis_training
49316.43179499952
usercpu_time_millis_training
49188.05905300542
usercpu_time_millis_training
49385.91074300348
wall_clock_time_millis
50524.25980567932
wall_clock_time_millis
75479.05588150024
wall_clock_time_millis
73044.45767402649
wall_clock_time_millis
76093.80841255188
wall_clock_time_millis
51281.37183189392
wall_clock_time_millis
49718.382596969604
wall_clock_time_millis
49711.010694503784
wall_clock_time_millis
49500.85639953613
wall_clock_time_millis
49369.2569732666
wall_clock_time_millis
49564.034938812256
wall_clock_time_millis_testing
179.68034744262695
wall_clock_time_millis_testing
263.97132873535156
wall_clock_time_millis_testing
229.98714447021484
wall_clock_time_millis_testing
185.65106391906738
wall_clock_time_millis_testing
179.26716804504395
wall_clock_time_millis_testing
179.59332466125488
wall_clock_time_millis_testing
255.81622123718262
wall_clock_time_millis_testing
184.35049057006836
wall_clock_time_millis_testing
180.73749542236328
wall_clock_time_millis_testing
178.10559272766113
wall_clock_time_millis_training
50344.579458236694
wall_clock_time_millis_training
75215.08455276489
wall_clock_time_millis_training
72814.47052955627
wall_clock_time_millis_training
75908.15734863281
wall_clock_time_millis_training
51102.10466384888
wall_clock_time_millis_training
49538.78927230835
wall_clock_time_millis_training
49455.1944732666
wall_clock_time_millis_training
49316.505908966064
wall_clock_time_millis_training
49188.51947784424
wall_clock_time_millis_training
49385.929346084595