10558233
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)
8275918
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
500
17462
class_weight
null
17462
dual
false
17462
fit_intercept
true
17462
intercept_scaling
1
17462
l1_ratio
null
17462
max_iter
100
17462
multi_class
"warn"
17462
n_jobs
null
17462
penalty
"l2"
17462
random_state
1
17462
solver
"lbfgs"
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
22041429
description
https://api.openml.org/data/download/22041429/description.xml
-1
22041430
predictions
https://api.openml.org/data/download/22041430/predictions.arff
area_under_roc_curve
0.9223489415055215 [0.922349,0.922349]
average_cost
0
f_measure
0.865922653111925 [0.899787,0.799431]
kappa
0.699242419647352
kb_relative_information_score
0.5911075691323578
mean_absolute_error
0.18665356421825846
mean_prior_absolute_error
0.4472489877907172
weighted_recall
0.8663507109004739 [0.905579,0.789326]
number_of_instances
1055 [699,356]
precision
0.865631823951231 [0.894068,0.809798]
predictive_accuracy
0.8663507109004739
prior_entropy
0.9223489114631099
relative_absolute_error
0.41733702996237954
root_mean_prior_squared_error
0.4728367451299802
root_mean_squared_error
0.3174168358975728
root_relative_squared_error
0.6713032334454394
total_cost
0
unweighted_recall
0.84745262091913 [0.905579,0.789326]
area_under_roc_curve
0.9412698412698413 [0.94127,0.94127]
area_under_roc_curve
0.9531746031746032 [0.953175,0.953175]
area_under_roc_curve
0.8892857142857142 [0.889286,0.889286]
area_under_roc_curve
0.9031746031746032 [0.903175,0.903175]
area_under_roc_curve
0.9281746031746032 [0.928175,0.928175]
area_under_roc_curve
0.8963265306122449 [0.896327,0.896327]
area_under_roc_curve
0.966530612244898 [0.966531,0.966531]
area_under_roc_curve
0.8902040816326531 [0.890204,0.890204]
area_under_roc_curve
0.9567346938775511 [0.956735,0.956735]
area_under_roc_curve
0.9021739130434783 [0.902174,0.902174]
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
0.8476190476190476 [0.885714,0.771429]
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
0.6571428571428571
kappa
0.8137931034482758
kappa
0.6571428571428571
kappa
0.7352941176470588
kappa
0.6522501461133839
kb_relative_information_score
0.5951955881307167
kb_relative_information_score
0.6360654076808442
kb_relative_information_score
0.5587375489848834
kb_relative_information_score
0.5539494185966056
kb_relative_information_score
0.5659232440193267
kb_relative_information_score
0.5733038254759472
kb_relative_information_score
0.6522551396069085
kb_relative_information_score
0.5527932887906924
kb_relative_information_score
0.6460644647522004
kb_relative_information_score
0.5776648134987151
mean_absolute_error
0.18648241614424518
mean_absolute_error
0.17069072784862857
mean_absolute_error
0.20265176529401166
mean_absolute_error
0.20043091819069683
mean_absolute_error
0.1991420647494881
mean_absolute_error
0.19214175851041723
mean_absolute_error
0.16083883387225745
mean_absolute_error
0.20029189707894077
mean_absolute_error
0.16312082234091044
mean_absolute_error
0.1904955803326477
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
0.8476190476190476 [0.885714,0.771429]
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
0.8476190476190476
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
0.4162953351192168
relative_absolute_error
0.3810426485279143
relative_absolute_error
0.45239109557823526
relative_absolute_error
0.4474333719052008
relative_absolute_error
0.4445561908480199
relative_absolute_error
0.43089216141197484
relative_absolute_error
0.3606930284362997
relative_absolute_error
0.44916945236019834
relative_absolute_error
0.3658105570318433
relative_absolute_error
0.4242600682924745
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
0.3030195382940209
root_mean_squared_error
0.28598556727229363
root_mean_squared_error
0.32901675867398916
root_mean_squared_error
0.34349776976692453
root_mean_squared_error
0.3246502257998316
root_mean_squared_error
0.3302459521902426
root_mean_squared_error
0.2727992073227542
root_mean_squared_error
0.34580710393927594
root_mean_squared_error
0.2821408577286076
root_mean_squared_error
0.34583731905214127
root_relative_squared_error
0.6398421200074264
root_relative_squared_error
0.6038739702569252
root_relative_squared_error
0.6947366548478794
root_relative_squared_error
0.7253140918333599
root_relative_squared_error
0.6855164848647408
root_relative_squared_error
0.7005267339238606
root_relative_squared_error
0.5786691296453487
root_relative_squared_error
0.733535474041784
root_relative_squared_error
0.598484893638426
root_relative_squared_error
0.7285514148930772
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
0.8285714285714285 [0.885714,0.771429]
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
84.32199999879231
usercpu_time_millis
95.57199999835575
usercpu_time_millis
99.00399999969522
usercpu_time_millis
97.42000000551343
usercpu_time_millis
96.41800000099465
usercpu_time_millis
104.27200000049197
usercpu_time_millis
97.75599999920814
usercpu_time_millis
89.81599999970058
usercpu_time_millis
100.02199999871664
usercpu_time_millis
95.59200000512647
usercpu_time_millis_testing
3.285999999206979
usercpu_time_millis_testing
1.8940000009024516
usercpu_time_millis_testing
1.9339999998919666
usercpu_time_millis_testing
1.9320000028528739
usercpu_time_millis_testing
2.0939999994880054
usercpu_time_millis_testing
2.2519999984069727
usercpu_time_millis_testing
1.3099999996484257
usercpu_time_millis_testing
1.2199999982840382
usercpu_time_millis_testing
1.9339999998919666
usercpu_time_millis_testing
1.2540000025182962
usercpu_time_millis_training
81.03599999958533
usercpu_time_millis_training
93.6779999974533
usercpu_time_millis_training
97.06999999980326
usercpu_time_millis_training
95.48800000266056
usercpu_time_millis_training
94.32400000150665
usercpu_time_millis_training
102.020000002085
usercpu_time_millis_training
96.44599999955972
usercpu_time_millis_training
88.59600000141654
usercpu_time_millis_training
98.08799999882467
usercpu_time_millis_training
94.33800000260817
wall_clock_time_millis
24.677276611328125
wall_clock_time_millis
27.168989181518555
wall_clock_time_millis
26.30615234375
wall_clock_time_millis
27.14085578918457
wall_clock_time_millis
26.370763778686523
wall_clock_time_millis
27.64105796813965
wall_clock_time_millis
26.65400505065918
wall_clock_time_millis
23.427963256835938
wall_clock_time_millis
27.769088745117188
wall_clock_time_millis
25.617122650146484
wall_clock_time_millis_testing
1.3151168823242188
wall_clock_time_millis_testing
0.49614906311035156
wall_clock_time_millis_testing
0.5171298980712891
wall_clock_time_millis_testing
0.5109310150146484
wall_clock_time_millis_testing
0.5497932434082031
wall_clock_time_millis_testing
0.6389617919921875
wall_clock_time_millis_testing
0.3299713134765625
wall_clock_time_millis_testing
0.31113624572753906
wall_clock_time_millis_testing
0.49591064453125
wall_clock_time_millis_testing
0.3161430358886719
wall_clock_time_millis_training
23.362159729003906
wall_clock_time_millis_training
26.672840118408203
wall_clock_time_millis_training
25.78902244567871
wall_clock_time_millis_training
26.629924774169922
wall_clock_time_millis_training
25.82097053527832
wall_clock_time_millis_training
27.00209617614746
wall_clock_time_millis_training
26.324033737182617
wall_clock_time_millis_training
23.1168270111084
wall_clock_time_millis_training
27.273178100585938
wall_clock_time_millis_training
25.300979614257812
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
0.8476190476190476 [0.885714,0.771429]
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]