10330579
8323
Heinrich Peters
9910
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8186160
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
2.653098517006086
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.16118152154954246
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.018933306231401107
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
30459
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
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": "svc", "step_name": "svc"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
4134
Bioresponse
https://www.openml.org/data/download/1681097/phpSSK7iA
-1
21582857
description
https://api.openml.org/data/download/21582857/description.xml
-1
21582858
predictions
https://api.openml.org/data/download/21582858/predictions.arff
area_under_roc_curve
0.6215917921828622 [0.621592,0.621592]
average_cost
0
f_measure
0.6048805127904284 [0.440102,0.743978]
kappa
0.2557176657338706
kb_relative_information_score
0.2899620477772482
mean_absolute_error
0.35137296720874434
mean_prior_absolute_error
0.4964308656158626
number_of_instances
3751 [1717,2034]
precision
0.7056997889978074 [0.813187,0.614965]
predictive_accuracy
0.6486270327912557
prior_entropy
0.9948419333531207
recall
0.6486270327912557 [0.301689,0.941495]
relative_absolute_error
0.7077983895558907
root_mean_prior_squared_error
0.4982112822885347
root_mean_squared_error
0.5927672116512049
root_relative_squared_error
1.189790823138985
total_cost
0
area_under_roc_curve
0.6447218422252622 [0.644722,0.644722]
area_under_roc_curve
0.6289953030129454 [0.628995,0.628995]
area_under_roc_curve
0.5992381716118684 [0.599238,0.599238]
area_under_roc_curve
0.6654542330163822 [0.665454,0.665454]
area_under_roc_curve
0.6365849467292931 [0.636585,0.636585]
area_under_roc_curve
0.6034769160270363 [0.603477,0.603477]
area_under_roc_curve
0.6070712567304387 [0.607071,0.607071]
area_under_roc_curve
0.5958462332301342 [0.595846,0.595846]
area_under_roc_curve
0.6211300309597523 [0.62113,0.62113]
area_under_roc_curve
0.6133040935672515 [0.613304,0.613304]
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
0.6283360532145602 [0.467532,0.763916]
f_measure
0.6109885191057686 [0.446352,0.750484]
f_measure
0.5769120844982913 [0.396552,0.72973]
f_measure
0.6551843137254901 [0.516667,0.772549]
f_measure
0.6246850593745181 [0.477366,0.749507]
f_measure
0.5859929309718959 [0.41841,0.727984]
f_measure
0.5850816004804444 [0.406926,0.736031]
f_measure
0.5702091254752851 [0.375,0.73384]
f_measure
0.6084 [0.45,0.741176]
f_measure
0.6002814076906146 [0.439834,0.734774]
kappa
0.3051682692307692
kappa
0.2713620822099381
kappa
0.20886075949367106
kappa
0.34692529425894786
kappa
0.28599271375241747
kappa
0.2170719617886056
kappa
0.22545191394412714
kappa
0.20302395482284377
kappa
0.2545405258877744
kappa
0.23797696997064802
kb_relative_information_score
0.33890748002785676
kb_relative_information_score
0.3050183556796314
kb_relative_information_score
0.24575635500115148
kb_relative_information_score
0.37505526557238006
kb_relative_information_score
0.3157932648939004
kb_relative_information_score
0.25114380960828614
kb_relative_information_score
0.2619187188225551
kb_relative_information_score
0.24526223359828542
kb_relative_information_score
0.2883901059640969
kb_relative_information_score
0.27221715382691775
mean_absolute_error
0.3271276595744681
mean_absolute_error
0.344
mean_absolute_error
0.37333333333333335
mean_absolute_error
0.30933333333333335
mean_absolute_error
0.33866666666666667
mean_absolute_error
0.37066666666666664
mean_absolute_error
0.36533333333333334
mean_absolute_error
0.37333333333333335
mean_absolute_error
0.352
mean_absolute_error
0.36
mean_prior_absolute_error
0.4964057123095849
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4962835065281108
mean_prior_absolute_error
0.4962835065281108
mean_prior_absolute_error
0.4962835065281108
number_of_instances
376 [172,204]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
precision
0.7592734582345989 [0.915254,0.62776]
precision
0.7254488879607393 [0.852459,0.617834]
precision
0.6764444444444445 [0.766667,0.6]
precision
0.7655663281599284 [0.911765,0.641694]
precision
0.7130187793427231 [0.816901,0.625]
precision
0.6691976481230213 [0.746269,0.603896]
precision
0.6925768433097332 [0.79661,0.60443]
precision
0.6874206023672799 [0.792453,0.599379]
precision
0.6928695652173913 [0.782609,0.617647]
precision
0.6787915690866511 [0.757143,0.613115]
predictive_accuracy
0.6728723404255319
predictive_accuracy
0.6559999999999999
predictive_accuracy
0.6266666666666666
predictive_accuracy
0.6906666666666667
predictive_accuracy
0.6613333333333334
predictive_accuracy
0.6293333333333333
predictive_accuracy
0.6346666666666667
predictive_accuracy
0.6266666666666666
predictive_accuracy
0.648
predictive_accuracy
0.64
prior_entropy
0.9947691829105159
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.994415729388281
prior_entropy
0.994415729388281
prior_entropy
0.994415729388281
recall
0.6728723404255319 [0.313953,0.97549]
recall
0.656 [0.302326,0.955665]
recall
0.6266666666666667 [0.267442,0.931034]
recall
0.6906666666666667 [0.360465,0.970443]
recall
0.6613333333333333 [0.337209,0.935961]
recall
0.6293333333333333 [0.290698,0.916256]
recall
0.6346666666666667 [0.273256,0.940887]
recall
0.6266666666666667 [0.245614,0.946078]
recall
0.648 [0.315789,0.926471]
recall
0.64 [0.309942,0.916667]
relative_absolute_error
0.6589925366742234
relative_absolute_error
0.6928377415301656
relative_absolute_error
0.7519169287924279
relative_absolute_error
0.623016883856583
relative_absolute_error
0.6820960711188454
relative_absolute_error
0.7465460935867676
relative_absolute_error
0.7358044231754473
relative_absolute_error
0.7522581919860494
relative_absolute_error
0.7092720095868463
relative_absolute_error
0.7253918279865474
root_mean_prior_squared_error
0.4981860380352768
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4980633721845164
root_mean_prior_squared_error
0.4980633721845164
root_mean_prior_squared_error
0.4980633721845164
root_mean_squared_error
0.5719507492559723
root_mean_squared_error
0.5865151319446071
root_mean_squared_error
0.6110100926607787
root_mean_squared_error
0.5561774297230456
root_mean_squared_error
0.5819507424745385
root_mean_squared_error
0.6088240030309799
root_mean_squared_error
0.6044281043543006
root_mean_squared_error
0.6110100926607787
root_mean_squared_error
0.593295878967653
root_mean_squared_error
0.6
root_relative_squared_error
1.148066596791041
root_relative_squared_error
1.1770571205575366
root_relative_squared_error
1.2262152178655357
root_relative_squared_error
1.1161734255318887
root_relative_squared_error
1.1678970037350955
root_relative_squared_error
1.2218280294968398
root_relative_squared_error
1.2130060510740843
root_relative_squared_error
1.2267717860497864
root_relative_squared_error
1.1912056017398849
root_relative_squared_error
1.2046659792877108
total_cost
0
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wall_clock_time_millis
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