10558236
8323
Heinrich Peters
9957
Supervised Classification
18591
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1)
8275921
copy
true
17405
with_mean
true
17405
with_std
true
17405
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"median"
17407
verbose
0
17407
C
100000.0
17462
class_weight
null
17462
dual
false
17462
fit_intercept
true
17462
intercept_scaling
1
17462
l1_ratio
null
17462
max_iter
724
17462
multi_class
"warn"
17462
n_jobs
null
17462
penalty
"l2"
17462
random_state
1
17462
solver
"liblinear"
17462
tol
0.0001
17462
verbose
0
17462
warm_start
false
17462
memory
null
18591
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": "logisticregression", "step_name": "logisticregression"}}]
18591
verbose
false
18591
openml-python
Sklearn_0.21.2.
1494
qsar-biodeg
https://www.openml.org/data/download/1592286/phpGUrE90
-1
22041435
description
https://api.openml.org/data/download/22041435/description.xml
-1
22041436
predictions
https://api.openml.org/data/download/22041436/predictions.arff
area_under_roc_curve
0.9221359566636126 [0.922136,0.922136]
average_cost
0
f_measure
0.8668246522215716 [0.900568,0.80057]
kappa
0.7011682157901338
kb_relative_information_score
0.5910607486628202
mean_absolute_error
0.1866693407528033
mean_prior_absolute_error
0.4472489877907172
weighted_recall
0.8672985781990521 [0.90701,0.789326]
number_of_instances
1055 [699,356]
precision
0.8665205831373405 [0.894217,0.812139]
predictive_accuracy
0.8672985781990522
prior_entropy
0.9223489114631099
relative_absolute_error
0.4173723045744536
root_mean_prior_squared_error
0.4728367451299802
root_mean_squared_error
0.3174761767103633
root_relative_squared_error
0.6714287330251605
total_cost
0
unweighted_recall
0.8481679285013904 [0.90701,0.789326]
area_under_roc_curve
0.9412698412698413 [0.94127,0.94127]
area_under_roc_curve
0.9531746031746032 [0.953175,0.953175]
area_under_roc_curve
0.8876984126984127 [0.887698,0.887698]
area_under_roc_curve
0.9035714285714287 [0.903571,0.903571]
area_under_roc_curve
0.9281746031746032 [0.928175,0.928175]
area_under_roc_curve
0.8963265306122449 [0.896327,0.896327]
area_under_roc_curve
0.966938775510204 [0.966939,0.966939]
area_under_roc_curve
0.8893877551020408 [0.889388,0.889388]
area_under_roc_curve
0.9571428571428572 [0.957143,0.957143]
area_under_roc_curve
0.9017713365539454 [0.901771,0.901771]
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
0.8694579122612301 [0.897059,0.815789]
f_measure
0.8867924528301887 [0.914286,0.833333]
f_measure
0.8827766445690974 [0.918919,0.8125]
f_measure
0.8479632512053453 [0.887324,0.771429]
f_measure
0.8330107274010021 [0.885906,0.730159]
f_measure
0.8566142460684553 [0.893617,0.782609]
f_measure
0.9155555555555555 [0.933333,0.88]
f_measure
0.8476190476190476 [0.885714,0.771429]
f_measure
0.8838383838383839 [0.916667,0.818182]
f_measure
0.8403085636168344 [0.87218,0.779221]
kappa
0.7132921174652241
kappa
0.7476190476190477
kappa
0.7332214765100672
kappa
0.6588897827835881
kappa
0.619349387410224
kappa
0.6762589928057553
kappa
0.8137931034482758
kappa
0.6571428571428571
kappa
0.7352941176470588
kappa
0.6522501461133839
kb_relative_information_score
0.5951927443257619
kb_relative_information_score
0.6362022199725713
kb_relative_information_score
0.5587558011586188
kb_relative_information_score
0.5537712327556847
kb_relative_information_score
0.56597060862949
kb_relative_information_score
0.5732939428845222
kb_relative_information_score
0.6523022605626712
kb_relative_information_score
0.5527273971712791
kb_relative_information_score
0.6461842731334672
kb_relative_information_score
0.5770852716516004
mean_absolute_error
0.18644544730696933
mean_absolute_error
0.17066826923350492
mean_absolute_error
0.2026226172826103
mean_absolute_error
0.2004818915438202
mean_absolute_error
0.1991469551352322
mean_absolute_error
0.19213967099485904
mean_absolute_error
0.16082443154823647
mean_absolute_error
0.20031215404014596
mean_absolute_error
0.16305736212439145
mean_absolute_error
0.1907468133017124
mean_prior_absolute_error
0.44795701611895594
mean_prior_absolute_error
0.44795701611895594
mean_prior_absolute_error
0.44795701611895594
mean_prior_absolute_error
0.44795701611895594
mean_prior_absolute_error
0.44795701611895594
mean_prior_absolute_error
0.4459161147902875
mean_prior_absolute_error
0.4459161147902875
mean_prior_absolute_error
0.4459161147902875
mean_prior_absolute_error
0.4459161147902875
mean_prior_absolute_error
0.4490066225165568
number_of_instances
106 [70,36]
number_of_instances
106 [70,36]
number_of_instances
106 [70,36]
number_of_instances
106 [70,36]
number_of_instances
106 [70,36]
number_of_instances
105 [70,35]
number_of_instances
105 [70,35]
number_of_instances
105 [70,35]
number_of_instances
105 [70,35]
number_of_instances
105 [69,36]
precision
0.8735563178959405 [0.924242,0.775]
precision
0.8867924528301887 [0.914286,0.833333]
precision
0.8910774759831365 [0.871795,0.928571]
precision
0.8475305216426193 [0.875,0.794118]
precision
0.841015842687684 [0.835443,0.851852]
precision
0.8562551781275891 [0.887324,0.794118]
precision
0.9211538461538461 [0.969231,0.825]
precision
0.8476190476190476 [0.885714,0.771429]
precision
0.8849171752397559 [0.891892,0.870968]
precision
0.8464067944250872 [0.90625,0.731707]
predictive_accuracy
0.8679245283018868
predictive_accuracy
0.8867924528301887
predictive_accuracy
0.8867924528301887
predictive_accuracy
0.8490566037735848
predictive_accuracy
0.839622641509434
predictive_accuracy
0.8571428571428571
predictive_accuracy
0.9142857142857143
predictive_accuracy
0.8476190476190476
predictive_accuracy
0.8857142857142857
predictive_accuracy
0.8380952380952381
prior_entropy
0.9244684601250366
prior_entropy
0.9244684601250366
prior_entropy
0.9244684601250366
prior_entropy
0.9244684601250366
prior_entropy
0.9244684601250366
prior_entropy
0.9183588321514313
prior_entropy
0.9183588321514313
prior_entropy
0.9183588321514313
prior_entropy
0.9183588321514313
prior_entropy
0.9276105545114621
relative_absolute_error
0.4162128074749438
relative_absolute_error
0.38099251288026176
relative_absolute_error
0.4523260268096871
relative_absolute_error
0.4475471626290631
relative_absolute_error
0.44456710793507986
relative_absolute_error
0.43088748000332194
relative_absolute_error
0.36066073015520317
relative_absolute_error
0.44921488009993077
relative_absolute_error
0.3656682427839072
relative_absolute_error
0.42481959894629107
root_mean_prior_squared_error
0.4735848560430875
root_mean_prior_squared_error
0.4735848560430875
root_mean_prior_squared_error
0.4735848560430875
root_mean_prior_squared_error
0.4735848560430875
root_mean_prior_squared_error
0.4735848560430875
root_mean_prior_squared_error
0.47142519506776837
root_mean_prior_squared_error
0.47142519506776837
root_mean_prior_squared_error
0.47142519506776837
root_mean_prior_squared_error
0.47142519506776837
root_mean_prior_squared_error
0.4746917128736847
root_mean_squared_error
0.30300669209914494
root_mean_squared_error
0.2860178372400646
root_mean_squared_error
0.32907066210095876
root_mean_squared_error
0.34362544384954474
root_mean_squared_error
0.3246103219187864
root_mean_squared_error
0.3303370432724761
root_mean_squared_error
0.2728130938866531
root_mean_squared_error
0.34589747572727725
root_mean_squared_error
0.2820824737392763
root_mean_squared_error
0.3460862356035251
root_relative_squared_error
0.639814994573173
root_relative_squared_error
0.6039421100366483
root_relative_squared_error
0.6948504748450389
root_relative_squared_error
0.7255836825539903
root_relative_squared_error
0.6854322256648614
root_relative_squared_error
0.700719958815501
root_relative_squared_error
0.5786985862039802
root_relative_squared_error
0.7337271731468527
root_relative_squared_error
0.5983610479255915
root_relative_squared_error
0.7290757900709728
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
0.8662698412698413 [0.871429,0.861111]
unweighted_recall
0.8738095238095238 [0.914286,0.833333]
unweighted_recall
0.8468253968253968 [0.971429,0.722222]
unweighted_recall
0.825 [0.9,0.75]
unweighted_recall
0.7908730158730158 [0.942857,0.638889]
unweighted_recall
0.8357142857142857 [0.9,0.771429]
unweighted_recall
0.9214285714285715 [0.9,0.942857]
unweighted_recall
0.8285714285714285 [0.885714,0.771429]
unweighted_recall
0.8571428571428572 [0.942857,0.771429]
unweighted_recall
0.8369565217391304 [0.84058,0.833333]
usercpu_time_millis
43.148000000655884
usercpu_time_millis
43.20200000074692
usercpu_time_millis
53.810000001249136
usercpu_time_millis
42.53199999948265
usercpu_time_millis
47.2139999983483
usercpu_time_millis
45.373999997536885
usercpu_time_millis
40.08799999792245
usercpu_time_millis
44.05199999746401
usercpu_time_millis
42.78799999883631
usercpu_time_millis
43.14200000226265
usercpu_time_millis_testing
0.985999999102205
usercpu_time_millis_testing
0.9180000015476253
usercpu_time_millis_testing
0.9759999993548263
usercpu_time_millis_testing
0.7619999996677507
usercpu_time_millis_testing
0.7699999987380579
usercpu_time_millis_testing
0.7679999980609864
usercpu_time_millis_testing
0.79600000026403
usercpu_time_millis_testing
0.884000000951346
usercpu_time_millis_testing
0.8419999976467807
usercpu_time_millis_testing
0.7680000016989652
usercpu_time_millis_training
42.16200000155368
usercpu_time_millis_training
42.283999999199295
usercpu_time_millis_training
52.83400000189431
usercpu_time_millis_training
41.7699999998149
usercpu_time_millis_training
46.44399999961024
usercpu_time_millis_training
44.6059999994759
usercpu_time_millis_training
39.29199999765842
usercpu_time_millis_training
43.16799999651266
usercpu_time_millis_training
41.94600000118953
usercpu_time_millis_training
42.37400000056368
wall_clock_time_millis
21.751880645751953
wall_clock_time_millis
22.028446197509766
wall_clock_time_millis
27.652978897094727
wall_clock_time_millis
21.75307273864746
wall_clock_time_millis
24.77884292602539
wall_clock_time_millis
23.246049880981445
wall_clock_time_millis
20.206928253173828
wall_clock_time_millis
22.369384765625
wall_clock_time_millis
21.881818771362305
wall_clock_time_millis
22.34196662902832
wall_clock_time_millis_testing
0.5078315734863281
wall_clock_time_millis_testing
0.46515464782714844
wall_clock_time_millis_testing
0.5381107330322266
wall_clock_time_millis_testing
0.38504600524902344
wall_clock_time_millis_testing
0.3879070281982422
wall_clock_time_millis_testing
0.3859996795654297
wall_clock_time_millis_testing
0.3998279571533203
wall_clock_time_millis_testing
0.44417381286621094
wall_clock_time_millis_testing
0.4401206970214844
wall_clock_time_millis_testing
0.38695335388183594
wall_clock_time_millis_training
21.244049072265625
wall_clock_time_millis_training
21.563291549682617
wall_clock_time_millis_training
27.1148681640625
wall_clock_time_millis_training
21.368026733398438
wall_clock_time_millis_training
24.39093589782715
wall_clock_time_millis_training
22.860050201416016
wall_clock_time_millis_training
19.807100296020508
wall_clock_time_millis_training
21.92521095275879
wall_clock_time_millis_training
21.44169807434082
wall_clock_time_millis_training
21.955013275146484
weighted_recall
0.8679245283018868 [0.871429,0.861111]
weighted_recall
0.8867924528301887 [0.914286,0.833333]
weighted_recall
0.8867924528301887 [0.971429,0.722222]
weighted_recall
0.8490566037735849 [0.9,0.75]
weighted_recall
0.839622641509434 [0.942857,0.638889]
weighted_recall
0.8571428571428571 [0.9,0.771429]
weighted_recall
0.9142857142857143 [0.9,0.942857]
weighted_recall
0.8476190476190476 [0.885714,0.771429]
weighted_recall
0.8857142857142857 [0.942857,0.771429]
weighted_recall
0.8380952380952381 [0.84058,0.833333]