10441588
8323
Heinrich Peters
3917
Supervised Classification
17652
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,randomforestclassifier=sklearn.ensemble.forest.RandomForestClassifier)(2)
8261590
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
bootstrap
true
17650
class_weight
null
17650
criterion
"entropy"
17650
max_depth
null
17650
max_features
0.08332667186223564
17650
max_leaf_nodes
null
17650
min_impurity_decrease
0
17650
min_impurity_split
null
17650
min_samples_leaf
20
17650
min_samples_split
6
17650
min_weight_fraction_leaf
0.0
17650
n_estimators
300
17650
n_jobs
1
17650
oob_score
false
17650
random_state
1
17650
verbose
0
17650
warm_start
false
17650
memory
null
17652
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": "randomforestclassifier", "step_name": "randomforestclassifier"}}]
17652
verbose
false
17652
openml-python
Sklearn_0.21.2.
1067
kc1
https://www.openml.org/data/download/53950/kc1.arff
-1
21807605
description
https://api.openml.org/data/download/21807605/description.xml
-1
21807606
predictions
https://api.openml.org/data/download/21807606/predictions.arff
area_under_roc_curve
0.8111269006190023 [0.811127,0.811127]
average_cost
0
f_measure
0.8184010536984141 [0.918249,0.2723]
kappa
0.21535847072971095
kb_relative_information_score
0.018744283140265897
mean_absolute_error
0.2163401370775795
mean_prior_absolute_error
0.26159009491926827
weighted_recall
0.8530109056424846 [0.976444,0.177914]
number_of_instances
2109 [1783,326]
precision
0.8222988774318317 [0.8666,0.58]
predictive_accuracy
0.8530109056424845
prior_entropy
0.621173932730625
relative_absolute_error
0.8270196054034317
root_mean_prior_squared_error
0.3614998070648351
root_mean_squared_error
0.3270907534592467
root_relative_squared_error
0.9048158451730043
total_cost
0
unweighted_recall
0.5771791528030582 [0.976444,0.177914]
area_under_roc_curve
0.8080481843575419 [0.808048,0.808048]
area_under_roc_curve
0.8049930167597765 [0.804993,0.804993]
area_under_roc_curve
0.8285614525139665 [0.828561,0.828561]
area_under_roc_curve
0.8226932243786177 [0.822693,0.822693]
area_under_roc_curve
0.7754511406196799 [0.775451,0.775451]
area_under_roc_curve
0.8089887640449438 [0.808989,0.808989]
area_under_roc_curve
0.8127340823970037 [0.812734,0.812734]
area_under_roc_curve
0.8459312223357167 [0.845931,0.845931]
area_under_roc_curve
0.8706162751106571 [0.870616,0.870616]
area_under_roc_curve
0.7614115168539326 [0.761412,0.761412]
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
0.8257664581246864 [0.917772,0.311111]
f_measure
0.8246980009264867 [0.921053,0.285714]
f_measure
0.798213959071931 [0.907652,0.186047]
f_measure
0.8097993799665041 [0.915789,0.238095]
f_measure
0.8198281121944393 [0.924282,0.25641]
f_measure
0.8228912885882981 [0.917772,0.311111]
f_measure
0.8097993799665041 [0.915789,0.238095]
f_measure
0.8114649201101237 [0.912467,0.266667]
f_measure
0.8532668978609415 [0.930851,0.434783]
f_measure
0.8037232308772777 [0.91906,0.162162]
kappa
0.24494978644811305
kappa
0.2301143274142543
kappa
0.11757677141832953
kappa
0.1833575229801646
kappa
0.2188178220349804
kappa
0.24842008502815124
kappa
0.1833575229801646
kappa
0.19993105825577398
kappa
0.37997287522603956
kappa
0.12617449664429514
kb_relative_information_score
0.017528341859846877
kb_relative_information_score
0.020411725708689876
kb_relative_information_score
0.02672055046424632
kb_relative_information_score
0.07818588188339831
kb_relative_information_score
-0.025999867285413623
kb_relative_information_score
0.012556008790612501
kb_relative_information_score
0.015235174593396947
kb_relative_information_score
0.06781214499764131
kb_relative_information_score
0.053366753099063906
kb_relative_information_score
-0.08023497553567355
mean_absolute_error
0.2140876188942391
mean_absolute_error
0.21370113355319711
mean_absolute_error
0.21472690421881435
mean_absolute_error
0.20836702537741417
mean_absolute_error
0.2244982845311673
mean_absolute_error
0.21934559091667397
mean_absolute_error
0.21989405378927226
mean_absolute_error
0.21105268230463028
mean_absolute_error
0.21158856161456122
mean_absolute_error
0.22618617928296206
mean_prior_absolute_error
0.25957689466819106
mean_prior_absolute_error
0.25957689466819106
mean_prior_absolute_error
0.25957689466819106
mean_prior_absolute_error
0.26284795732576666
mean_prior_absolute_error
0.26284795732576666
mean_prior_absolute_error
0.26284795732576666
mean_prior_absolute_error
0.26284795732576666
mean_prior_absolute_error
0.26284795732576666
mean_prior_absolute_error
0.26284795732576666
mean_prior_absolute_error
0.2600753423112502
number_of_instances
211 [179,32]
number_of_instances
211 [179,32]
number_of_instances
211 [179,32]
number_of_instances
211 [178,33]
number_of_instances
211 [178,33]
number_of_instances
211 [178,33]
number_of_instances
211 [178,33]
number_of_instances
211 [178,33]
number_of_instances
211 [178,33]
number_of_instances
210 [178,32]
precision
0.8228898536955409 [0.873737,0.538462]
precision
0.8296008111103251 [0.870647,0.6]
precision
0.7847221025420077 [0.86,0.363636]
precision
0.8135548151971596 [0.861386,0.555556]
precision
0.8587099757253497 [0.863415,0.833333]
precision
0.8246147800614446 [0.869347,0.583333]
precision
0.8135548151971596 [0.861386,0.555556]
precision
0.8073423991997905 [0.864322,0.5]
precision
0.8659139701793731 [0.883838,0.769231]
precision
0.8191405342624853 [0.858537,0.6]
predictive_accuracy
0.8530805687203791
predictive_accuracy
0.8578199052132702
predictive_accuracy
0.8341232227488152
predictive_accuracy
0.8483412322274881
predictive_accuracy
0.8625592417061612
predictive_accuracy
0.8530805687203791
predictive_accuracy
0.8483412322274881
predictive_accuracy
0.8436018957345972
predictive_accuracy
0.8767772511848341
predictive_accuracy
0.8523809523809525
prior_entropy
0.6140341785051022
prior_entropy
0.6140341785051022
prior_entropy
0.6140341785051022
prior_entropy
0.6256349039762976
prior_entropy
0.6256349039762976
prior_entropy
0.6256349039762976
prior_entropy
0.6256349039762976
prior_entropy
0.6256349039762976
prior_entropy
0.6256349039762976
prior_entropy
0.615801908100713
relative_absolute_error
0.8247560676303665
relative_absolute_error
0.8232671626123139
relative_absolute_error
0.8272188651200753
relative_absolute_error
0.7927283418800539
relative_absolute_error
0.8540994071828765
relative_absolute_error
0.834496083394793
relative_absolute_error
0.8365826998485726
relative_absolute_error
0.8029458720238685
relative_absolute_error
0.804984614555418
relative_absolute_error
0.8696948248645171
root_mean_prior_squared_error
0.35870448876036387
root_mean_prior_squared_error
0.35870448876036387
root_mean_prior_squared_error
0.35870448876036387
root_mean_prior_squared_error
0.363235423540174
root_mean_prior_squared_error
0.363235423540174
root_mean_prior_squared_error
0.363235423540174
root_mean_prior_squared_error
0.363235423540174
root_mean_prior_squared_error
0.363235423540174
root_mean_prior_squared_error
0.363235423540174
root_mean_prior_squared_error
0.3593986058680433
root_mean_squared_error
0.3274335650628624
root_mean_squared_error
0.32727761675435457
root_mean_squared_error
0.3285162556061887
root_mean_squared_error
0.32283880419519356
root_mean_squared_error
0.33597007930505796
root_mean_squared_error
0.3309291978762927
root_mean_squared_error
0.3246699270942356
root_mean_squared_error
0.3237665219510369
root_mean_squared_error
0.30909935025347207
root_mean_squared_error
0.33953492482666936
root_relative_squared_error
0.912822602790476
root_relative_squared_error
0.9123878485194973
root_relative_squared_error
0.9158409384323519
root_relative_squared_error
0.8887866746275296
root_relative_squared_error
0.9249375405917687
root_relative_squared_error
0.9110598152872383
root_relative_squared_error
0.8938278208934842
root_relative_squared_error
0.8913407145028303
root_relative_squared_error
0.8509614707754006
root_relative_squared_error
0.9447307788147987
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
0.5926152234636872 [0.96648,0.21875]
unweighted_recall
0.5825768156424581 [0.977654,0.1875]
unweighted_recall
0.5429469273743017 [0.960894,0.125]
unweighted_recall
0.564521620701396 [0.977528,0.151515]
unweighted_recall
0.5729485869935308 [0.994382,0.151515]
unweighted_recall
0.5920156622403814 [0.97191,0.212121]
unweighted_recall
0.564521620701396 [0.977528,0.151515]
unweighted_recall
0.5740551583248212 [0.966292,0.181818]
unweighted_recall
0.6430881852230167 [0.983146,0.30303]
unweighted_recall
0.5412570224719101 [0.988764,0.09375]
usercpu_time_millis
437.02998099979595
usercpu_time_millis
422.79033300110314
usercpu_time_millis
418.38240699962626
usercpu_time_millis
534.7783139995954
usercpu_time_millis
708.6762130011266
usercpu_time_millis
681.254416000229
usercpu_time_millis
389.4015429996216
usercpu_time_millis
442.291115999069
usercpu_time_millis
450.7659029995921
usercpu_time_millis
462.9721349992906
usercpu_time_millis_testing
30.695213999933912
usercpu_time_millis_testing
29.640769000252476
usercpu_time_millis_testing
29.345806000492303
usercpu_time_millis_testing
50.795651999578695
usercpu_time_millis_testing
50.68643400045403
usercpu_time_millis_testing
45.08380900006159
usercpu_time_millis_testing
27.356900999620848
usercpu_time_millis_testing
27.273492999484006
usercpu_time_millis_testing
28.509425999800442
usercpu_time_millis_testing
30.661503999908746
usercpu_time_millis_training
406.33476699986204
usercpu_time_millis_training
393.14956400085066
usercpu_time_millis_training
389.03660099913395
usercpu_time_millis_training
483.9826620000167
usercpu_time_millis_training
657.9897790006726
usercpu_time_millis_training
636.1706070001674
usercpu_time_millis_training
362.04464200000075
usercpu_time_millis_training
415.017622999585
usercpu_time_millis_training
422.25647699979163
usercpu_time_millis_training
432.31063099938183
wall_clock_time_millis
437.03722953796387
wall_clock_time_millis
425.2474308013916
wall_clock_time_millis
420.6116199493408
wall_clock_time_millis
551.3026714324951
wall_clock_time_millis
708.6803913116455
wall_clock_time_millis
681.2593936920166
wall_clock_time_millis
389.4326686859131
wall_clock_time_millis
444.0186023712158
wall_clock_time_millis
450.78253746032715
wall_clock_time_millis
462.9991054534912
wall_clock_time_millis_testing
30.69901466369629
wall_clock_time_millis_testing
29.709339141845703
wall_clock_time_millis_testing
29.349327087402344
wall_clock_time_millis_testing
50.800323486328125
wall_clock_time_millis_testing
50.690650939941406
wall_clock_time_millis_testing
45.088768005371094
wall_clock_time_millis_testing
27.361392974853516
wall_clock_time_millis_testing
27.277231216430664
wall_clock_time_millis_testing
28.513431549072266
wall_clock_time_millis_testing
30.665874481201172
wall_clock_time_millis_training
406.3382148742676
wall_clock_time_millis_training
395.5380916595459
wall_clock_time_millis_training
391.2622928619385
wall_clock_time_millis_training
500.502347946167
wall_clock_time_millis_training
657.9897403717041
wall_clock_time_millis_training
636.1706256866455
wall_clock_time_millis_training
362.07127571105957
wall_clock_time_millis_training
416.74137115478516
wall_clock_time_millis_training
422.2691059112549
wall_clock_time_millis_training
432.33323097229004
weighted_recall
0.8530805687203792 [0.96648,0.21875]
weighted_recall
0.8578199052132701 [0.977654,0.1875]
weighted_recall
0.8341232227488151 [0.960894,0.125]
weighted_recall
0.8483412322274881 [0.977528,0.151515]
weighted_recall
0.8625592417061612 [0.994382,0.151515]
weighted_recall
0.8530805687203792 [0.97191,0.212121]
weighted_recall
0.8483412322274881 [0.977528,0.151515]
weighted_recall
0.8436018957345972 [0.966292,0.181818]
weighted_recall
0.8767772511848341 [0.983146,0.30303]
weighted_recall
0.8523809523809524 [0.988764,0.09375]