10228439
6138
Felix Neutatz
9971
Supervised Classification
12415
sklearn.pipeline.C376aa59cf3db66(n1=sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b),c=sklearn.linear_model.logistic.LogisticRegression)(1)
8153689
C
0.001
9801
class_weight
"balanced"
9801
dual
false
9801
fit_intercept
true
9801
intercept_scaling
1
9801
max_iter
10000
9801
multi_class
"auto"
9801
n_jobs
null
9801
penalty
"l2"
9801
random_state
10206
9801
solver
"lbfgs"
9801
tol
0.0001
9801
verbose
0
9801
warm_start
false
9801
memory
null
12415
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "n1", "step_name": "n1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "c", "step_name": "c"}}]
12415
n_jobs
null
12416
remainder
"drop"
12416
sparse_threshold
0.3
12416
transformer_weights
null
12416
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "n2", "step_name": "n2", "argument_1": [1]}}]
12416
accept_sparse
false
12417
check_inverse
true
12417
func
{"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"}
12417
inv_kw_args
null
12417
inverse_func
null
12417
kw_args
null
12417
pass_y
"deprecated"
12417
validate
false
12417
ComplexityDriven
openml-python
Sklearn_0.20.3.
1480
ilpd
https://www.openml.org/data/download/1590565/phpOJxGL9
-1
21378117
description
https://api.openml.org/data/download/21378117/description.xml
-1
21378118
predictions
https://api.openml.org/data/download/21378118/predictions.arff
area_under_roc_curve
0.5048796637494243 [0.50488,0.50488]
average_cost
0
f_measure
0.6322362473084424 [0.756126,0.323625]
kappa
0.08191743457982649
kb_relative_information_score
-0.3951394746138266
mean_absolute_error
0.4999195331898533
mean_prior_absolute_error
0.40910410344372566
number_of_instances
583 [416,167]
precision
0.6251037220628353 [0.734694,0.352113]
predictive_accuracy
0.6415094339622641
prior_entropy
0.8640923064827097
recall
0.6415094339622641 [0.778846,0.299401]
relative_absolute_error
1.2219861130251894
root_mean_prior_squared_error
0.4521025039976148
root_mean_squared_error
0.49992071067165617
root_relative_squared_error
1.1057685065913585
total_cost
0
area_under_roc_curve
0.4747899159663866 [0.47479,0.47479]
area_under_roc_curve
0.45168067226890757 [0.451681,0.451681]
area_under_roc_curve
0.5637254901960784 [0.563725,0.563725]
area_under_roc_curve
0.5595408895265424 [0.559541,0.559541]
area_under_roc_curve
0.5251076040172167 [0.525108,0.525108]
area_under_roc_curve
0.5200860832137733 [0.520086,0.520086]
area_under_roc_curve
0.5373027259684362 [0.537303,0.537303]
area_under_roc_curve
0.6547619047619048 [0.654762,0.654762]
area_under_roc_curve
0.49404761904761907 [0.494048,0.494048]
area_under_roc_curve
0.6160714285714286 [0.616071,0.616071]
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
0.5723435753346022 [0.705882,0.242424]
f_measure
0.5631961259079904 [0.733333,0.142857]
f_measure
0.6592504547573861 [0.786517,0.344828]
f_measure
0.6264846743295018 [0.725,0.388889]
f_measure
0.6133518062397372 [0.738095,0.3125]
f_measure
0.6171224732461355 [0.758621,0.275862]
f_measure
0.6268010207420008 [0.752941,0.322581]
f_measure
0.7241379310344828 [0.809524,0.5]
f_measure
0.5993849375122686 [0.729412,0.258065]
f_measure
0.7107030900134348 [0.818182,0.428571]
kappa
-0.05131860299358516
kappa
-0.10798122065727724
kappa
0.13967766692248654
kappa
0.11511789181692099
kappa
0.05200594353640427
kappa
0.043956043956044
kappa
0.07866868381240559
kappa
0.30952380952380953
kappa
-0.01213960546282259
kappa
0.2516129032258064
kb_relative_information_score
-0.3915330406378283
kb_relative_information_score
-0.39132319674271143
kb_relative_information_score
-0.39068323659132637
kb_relative_information_score
-0.3791234090480535
kb_relative_information_score
-0.3790753664276535
kb_relative_information_score
-0.37890013183335625
kb_relative_information_score
-0.37893351938771586
kb_relative_information_score
-0.4211354208601581
kb_relative_information_score
-0.4218260382818432
kb_relative_information_score
-0.42101122066043045
mean_absolute_error
0.5000749790355032
mean_absolute_error
0.5000119908425145
mean_absolute_error
0.4998192596011128
mean_absolute_error
0.49995950725106897
mean_absolute_error
0.49994506378071335
mean_absolute_error
0.4998920165925364
mean_absolute_error
0.49990207349271637
mean_absolute_error
0.499806781799575
mean_absolute_error
0.5000108945314331
mean_absolute_error
0.4997702196280796
mean_prior_absolute_error
0.40982181660147726
mean_prior_absolute_error
0.40982181660147726
mean_prior_absolute_error
0.40982181660147726
mean_prior_absolute_error
0.41193633952254605
mean_prior_absolute_error
0.41193633952254605
mean_prior_absolute_error
0.41193633952254605
mean_prior_absolute_error
0.41193633952254605
mean_prior_absolute_error
0.40459770114942495
mean_prior_absolute_error
0.40459770114942495
mean_prior_absolute_error
0.40459770114942495
number_of_instances
59 [42,17]
number_of_instances
59 [42,17]
number_of_instances
59 [42,17]
number_of_instances
58 [41,17]
number_of_instances
58 [41,17]
number_of_instances
58 [41,17]
number_of_instances
58 [41,17]
number_of_instances
58 [42,16]
number_of_instances
58 [42,16]
number_of_instances
58 [42,16]
precision
0.5686834844304297 [0.697674,0.25]
precision
0.5417950693374421 [0.6875,0.181818]
precision
0.6501682894578675 [0.744681,0.416667]
precision
0.6336265065847644 [0.74359,0.368421]
precision
0.607324244854317 [0.72093,0.333333]
precision
0.6048225887056471 [0.717391,0.333333]
precision
0.6187863860277654 [0.727273,0.357143]
precision
0.7241379310344828 [0.809524,0.5]
precision
0.5956161454156642 [0.72093,0.266667]
precision
0.704647676161919 [0.782609,0.5]
predictive_accuracy
0.576271186440678
predictive_accuracy
0.5932203389830508
predictive_accuracy
0.6779661016949153
predictive_accuracy
0.6206896551724138
predictive_accuracy
0.6206896551724138
predictive_accuracy
0.6379310344827587
predictive_accuracy
0.6379310344827587
predictive_accuracy
0.7241379310344827
predictive_accuracy
0.603448275862069
predictive_accuracy
0.7241379310344827
prior_entropy
0.866303894607806
prior_entropy
0.866303894607806
prior_entropy
0.866303894607806
prior_entropy
0.8728196644971457
prior_entropy
0.8728196644971457
prior_entropy
0.8728196644971457
prior_entropy
0.8728196644971457
prior_entropy
0.8502061101753194
prior_entropy
0.8502061101753194
prior_entropy
0.8502061101753194
recall
0.576271186440678 [0.714286,0.235294]
recall
0.5932203389830508 [0.785714,0.117647]
recall
0.6779661016949152 [0.833333,0.294118]
recall
0.6206896551724138 [0.707317,0.411765]
recall
0.6206896551724138 [0.756098,0.294118]
recall
0.6379310344827587 [0.804878,0.235294]
recall
0.6379310344827587 [0.780488,0.294118]
recall
0.7241379310344828 [0.809524,0.5]
recall
0.603448275862069 [0.738095,0.25]
recall
0.7241379310344828 [0.857143,0.375]
relative_absolute_error
1.2202253730230053
relative_absolute_error
1.2200716764884696
relative_absolute_error
1.219601395908973
relative_absolute_error
1.2136814825090352
relative_absolute_error
1.213646420124463
relative_absolute_error
1.2135176449155594
relative_absolute_error
1.2135420586397567
relative_absolute_error
1.2353178981978141
relative_absolute_error
1.2358223813703044
relative_absolute_error
1.2352275314671295
root_mean_prior_squared_error
0.4528955589080818
root_mean_prior_squared_error
0.4528955589080818
root_mean_prior_squared_error
0.4528955589080818
root_mean_prior_squared_error
0.4552240219932737
root_mean_prior_squared_error
0.4552240219932737
root_mean_prior_squared_error
0.4552240219932737
root_mean_prior_squared_error
0.4552240219932737
root_mean_prior_squared_error
0.44709089884117686
root_mean_prior_squared_error
0.44709089884117686
root_mean_prior_squared_error
0.44709089884117686
root_mean_squared_error
0.5000767096760727
root_mean_squared_error
0.50001354756883
root_mean_squared_error
0.4998201209693833
root_mean_squared_error
0.49996075377669497
root_mean_squared_error
0.499946360163015
root_mean_squared_error
0.4998931769078601
root_mean_squared_error
0.49990322710365914
root_mean_squared_error
0.49980733375442943
root_mean_squared_error
0.5000124171592555
root_mean_squared_error
0.499770812779779
root_relative_squared_error
1.1041766690796069
root_relative_squared_error
1.104037206225533
root_relative_squared_error
1.1036101174726358
root_relative_squared_error
1.0982741015896615
root_relative_squared_error
1.0982424828415627
root_relative_squared_error
1.0981256540878381
root_relative_squared_error
1.098147731560277
root_relative_squared_error
1.1179098815249633
root_relative_squared_error
1.1183685878089822
root_relative_squared_error
1.1178281957318839
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
5.715306999999559
usercpu_time_millis
3.610394999999933
usercpu_time_millis
4.481289999999749
usercpu_time_millis
2.5646669999996874
usercpu_time_millis
3.5433309999999274
usercpu_time_millis
2.5891809999998294
usercpu_time_millis
3.560922000000133
usercpu_time_millis
3.368371999999731
usercpu_time_millis
4.070311999999632
usercpu_time_millis
3.18058199999971
usercpu_time_millis_testing
0.818978999999942
usercpu_time_millis_testing
0.6761809999997759
usercpu_time_millis_testing
0.8351219999997994
usercpu_time_millis_testing
0.46387999999986107
usercpu_time_millis_testing
0.44804699999989595
usercpu_time_millis_testing
0.4524990000001061
usercpu_time_millis_testing
0.5173620000000767
usercpu_time_millis_testing
0.9027839999999898
usercpu_time_millis_testing
0.6667129999997634
usercpu_time_millis_testing
0.7064509999996638
usercpu_time_millis_training
4.896327999999617
usercpu_time_millis_training
2.934214000000157
usercpu_time_millis_training
3.6461679999999497
usercpu_time_millis_training
2.1007869999998263
usercpu_time_millis_training
3.0952840000000315
usercpu_time_millis_training
2.1366819999997233
usercpu_time_millis_training
3.043560000000056
usercpu_time_millis_training
2.465587999999741
usercpu_time_millis_training
3.4035989999998684
usercpu_time_millis_training
2.474131000000046