10330540
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)
8186127
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
0.12516163437864822
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.9770303548419323
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.007398869211490563
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
37879
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
21582779
description
https://api.openml.org/data/download/21582779/description.xml
-1
21582780
predictions
https://api.openml.org/data/download/21582780/predictions.arff
area_under_roc_curve
0.5638610711669814 [0.563861,0.563861]
average_cost
0
f_measure
0.507730020160275 [0.248124,0.726876]
kappa
0.13661975346795274
kb_relative_information_score
0.19029814704794046
mean_absolute_error
0.400693148493735
mean_prior_absolute_error
0.4964308656158626
number_of_instances
3751 [1717,2034]
precision
0.7151847655135717 [0.879433,0.576535]
predictive_accuracy
0.5993068515062651
prior_entropy
0.9948419333531207
recall
0.599306851506265 [0.144438,0.983284]
relative_absolute_error
0.8071479358896083
root_mean_prior_squared_error
0.4982112822885347
root_mean_squared_error
0.6330032768428099
root_relative_squared_error
1.2705518709554466
total_cost
0
area_under_roc_curve
0.5566005471956225 [0.556601,0.556601]
area_under_roc_curve
0.5478433955779586 [0.547843,0.547843]
area_under_roc_curve
0.5657291786000688 [0.565729,0.565729]
area_under_roc_curve
0.5710992095314469 [0.571099,0.571099]
area_under_roc_curve
0.5623782792988887 [0.562378,0.562378]
area_under_roc_curve
0.5719870546454348 [0.571987,0.571987]
area_under_roc_curve
0.5536573490663306 [0.553657,0.553657]
area_under_roc_curve
0.5526315789473685 [0.552632,0.552632]
area_under_roc_curve
0.5730134158926729 [0.573013,0.573013]
area_under_roc_curve
0.5837633298933609 [0.583763,0.583763]
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
0.49515533461963956 [0.22335,0.724324]
f_measure
0.47929036564562794 [0.195876,0.719424]
f_measure
0.5112307581123076 [0.257426,0.726277]
f_measure
0.5177476813374767 [0.267327,0.729927]
f_measure
0.5036156219694966 [0.241206,0.725953]
f_measure
0.5231979821054635 [0.281553,0.727941]
f_measure
0.4891401065841499 [0.214286,0.722022]
f_measure
0.48249350649350653 [0.190476,0.727273]
f_measure
0.528903194811434 [0.289855,0.729282]
f_measure
0.5417221554968372 [0.309179,0.736648]
kappa
0.12133431085043987
kappa
0.10251296370163525
kappa
0.14030261348005502
kappa
0.15176524530032087
kappa
0.1333394554387254
kappa
0.15336974097690442
kappa
0.11486113665624434
kappa
0.11347517730496441
kappa
0.15598732258509018
kappa
0.1789536539433191
kb_relative_information_score
0.177665401985874
kb_relative_information_score
0.15955708128699891
kb_relative_information_score
0.19188180892980622
kb_relative_information_score
0.20265671814407532
kb_relative_information_score
0.18649435432267178
kb_relative_information_score
0.20265671814407538
kb_relative_information_score
0.17033199050126804
kb_relative_information_score
0.1751794410038419
kb_relative_information_score
0.20752534527820046
kb_relative_information_score
0.22908928146110635
mean_absolute_error
0.40691489361702127
mean_absolute_error
0.416
mean_absolute_error
0.4
mean_absolute_error
0.39466666666666667
mean_absolute_error
0.4026666666666667
mean_absolute_error
0.39466666666666667
mean_absolute_error
0.4106666666666667
mean_absolute_error
0.408
mean_absolute_error
0.392
mean_absolute_error
0.38133333333333336
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
0.7132460447354064 [0.88,0.57265]
precision
0.7028256502704096 [0.863636,0.566572]
precision
0.7097584541062801 [0.866667,0.576812]
precision
0.7266164251207731 [0.9,0.57971]
precision
0.7188148148148148 [0.888889,0.574713]
precision
0.705538266919671 [0.852941,0.580645]
precision
0.7097853751187085 [0.875,0.569801]
precision
0.7668571428571428 [1,0.571429]
precision
0.6977345132743363 [0.833333,0.584071]
precision
0.7262772861356931 [0.888889,0.589971]
predictive_accuracy
0.5930851063829787
predictive_accuracy
0.584
predictive_accuracy
0.6
predictive_accuracy
0.6053333333333333
predictive_accuracy
0.5973333333333334
predictive_accuracy
0.6053333333333333
predictive_accuracy
0.5893333333333333
predictive_accuracy
0.5920000000000001
predictive_accuracy
0.608
predictive_accuracy
0.6186666666666667
prior_entropy
0.9947691829105159
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
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prior_entropy
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prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.994415729388281
prior_entropy
0.994415729388281
prior_entropy
0.994415729388281
recall
0.5930851063829787 [0.127907,0.985294]
recall
0.584 [0.110465,0.985222]
recall
0.6 [0.151163,0.980296]
recall
0.6053333333333333 [0.156977,0.985222]
recall
0.5973333333333334 [0.139535,0.985222]
recall
0.6053333333333333 [0.168605,0.975369]
recall
0.5893333333333334 [0.122093,0.985222]
recall
0.592 [0.105263,1]
recall
0.608 [0.175439,0.970588]
recall
0.6186666666666667 [0.187135,0.980392]
relative_absolute_error
0.8197224236679362
relative_absolute_error
0.8378502920829911
relative_absolute_error
0.80562528084903
relative_absolute_error
0.7948836104377095
relative_absolute_error
0.8109961160546901
relative_absolute_error
0.7948836104377095
relative_absolute_error
0.8271086216716708
relative_absolute_error
0.8221107383847539
relative_absolute_error
0.7898711015853519
relative_absolute_error
0.7683780103857504
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
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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
0.6378988114246814
root_mean_squared_error
0.644980619863884
root_mean_squared_error
0.6324555320336759
root_mean_squared_error
0.6282250127674531
root_mean_squared_error
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0.6282250127674531
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0.6408327915038888
root_mean_squared_error
0.6387487769068525
root_mean_squared_error
0.6260990336999411
root_mean_squared_error
0.6175219294351686
root_relative_squared_error
1.2804429725497675
root_relative_squared_error
1.2943895048629337
root_relative_squared_error
1.2692533352857314
root_relative_squared_error
1.26076325113487
root_relative_squared_error
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root_relative_squared_error
1.26076325113487
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
1.2398460997577567
total_cost
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usercpu_time_millis
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wall_clock_time_millis
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