10329200
8323
Heinrich Peters
9946
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8184822
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
7.013344375249213
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.4986025326959227
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.14201683116848024
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
8080
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.
1510
wdbc
https://www.openml.org/data/download/1592318/phpAmSP4g
-1
21580088
description
https://api.openml.org/data/download/21580088/description.xml
-1
21580089
predictions
https://api.openml.org/data/download/21580089/predictions.arff
area_under_roc_curve
0.9507623804238676 [0.950762,0.950762]
average_cost
0
f_measure
0.9492790542832167 [0.958748,0.933333]
kappa
0.8921242391950995
kb_relative_information_score
0.8878536748884978
mean_absolute_error
0.050966608084358524
mean_prior_absolute_error
0.46764379083961705
number_of_instances
569 [357,212]
precision
0.9502643583788607 [0.973988,0.910314]
predictive_accuracy
0.9490333919156414
prior_entropy
0.9526357368194003
recall
0.9490333919156415 [0.943978,0.957547]
relative_absolute_error
0.10898596128658536
root_mean_prior_squared_error
0.4834927399189952
root_mean_squared_error
0.22575785276343882
root_relative_squared_error
0.46693121555716116
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9305555555555557 [0.930556,0.930556]
area_under_roc_curve
0.9206349206349205 [0.920635,0.920635]
area_under_roc_curve
0.9623015873015874 [0.962302,0.962302]
area_under_roc_curve
0.9861111111111112 [0.986111,0.986111]
area_under_roc_curve
0.9623015873015874 [0.962302,0.962302]
area_under_roc_curve
0.9384920634920635 [0.938492,0.938492]
area_under_roc_curve
0.9487012987012986 [0.948701,0.948701]
area_under_roc_curve
0.8746753246753247 [0.874675,0.874675]
area_under_roc_curve
0.9857142857142858 [0.985714,0.985714]
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
1 [1,1]
f_measure
0.9136735137303404 [0.925373,0.893617]
f_measure
0.9132977370963641 [0.927536,0.888889]
f_measure
0.9649122807017544 [0.972222,0.952381]
f_measure
0.9825365904115021 [0.985915,0.976744]
f_measure
0.9649122807017544 [0.972222,0.952381]
f_measure
0.9470870627956459 [0.958904,0.926829]
f_measure
0.9475718281210272 [0.956522,0.933333]
f_measure
0.8776675989490635 [0.898551,0.844444]
f_measure
0.982221098752949 [0.985507,0.976744]
kappa
1
kappa
0.8204158790170132
kappa
0.816955684007707
kappa
0.9246031746031746
kappa
0.9626719056974459
kappa
0.9246031746031746
kappa
0.8857715430861722
kappa
0.8898905344494525
kappa
0.7430779137153894
kappa
0.9622641509433961
kb_relative_information_score
1
kb_relative_information_score
0.806349645008902
kb_relative_information_score
0.8063496450089024
kb_relative_information_score
0.9225398580035611
kb_relative_information_score
0.9612699290017804
kb_relative_information_score
0.9225398580035611
kb_relative_information_score
0.8838097870053414
kb_relative_information_score
0.8853960135005319
kb_relative_information_score
0.7325906981679077
kb_relative_information_score
0.9607818764247784
mean_absolute_error
0
mean_absolute_error
0.08771929824561403
mean_absolute_error
0.08771929824561403
mean_absolute_error
0.03508771929824561
mean_absolute_error
0.017543859649122806
mean_absolute_error
0.03508771929824561
mean_absolute_error
0.05263157894736842
mean_absolute_error
0.05263157894736842
mean_absolute_error
0.12280701754385964
mean_absolute_error
0.017857142857142856
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4710418778996528
mean_prior_absolute_error
0.4710418778996528
mean_prior_absolute_error
0.4682574430823117
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [35,22]
number_of_instances
57 [35,22]
number_of_instances
56 [35,21]
precision
1 [1,1]
precision
0.9291497975708503 [1,0.807692]
precision
0.9194577352472089 [0.969697,0.833333]
precision
0.9649122807017544 [0.972222,0.952381]
precision
0.9832535885167464 [1,0.954545]
precision
0.9649122807017544 [0.972222,0.952381]
precision
0.9474395448079658 [0.945946,0.95]
precision
0.9483779781935656 [0.970588,0.913043]
precision
0.8786961008659757 [0.911765,0.826087]
precision
0.9829545454545455 [1,0.954545]
predictive_accuracy
1
predictive_accuracy
0.912280701754386
predictive_accuracy
0.912280701754386
predictive_accuracy
0.9649122807017544
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9649122807017544
predictive_accuracy
0.9473684210526316
predictive_accuracy
0.9473684210526316
predictive_accuracy
0.8771929824561404
predictive_accuracy
0.9821428571428571
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9626598502888526
prior_entropy
0.9626598502888526
prior_entropy
0.9544459669879928
recall
1 [1,1]
recall
0.9122807017543859 [0.861111,1]
recall
0.9122807017543859 [0.888889,0.952381]
recall
0.9649122807017544 [0.972222,0.952381]
recall
0.9824561403508771 [0.972222,1]
recall
0.9649122807017544 [0.972222,0.952381]
recall
0.9473684210526315 [0.972222,0.904762]
recall
0.9473684210526315 [0.942857,0.954545]
recall
0.8771929824561403 [0.885714,0.863636]
recall
0.9821428571428571 [0.971429,1]
relative_absolute_error
0
relative_absolute_error
0.18800210720400365
relative_absolute_error
0.18800210720400365
relative_absolute_error
0.07520084288160148
relative_absolute_error
0.03760042144080074
relative_absolute_error
0.07520084288160148
relative_absolute_error
0.1128012643224022
relative_absolute_error
0.1117343943643598
relative_absolute_error
0.2607135868501728
relative_absolute_error
0.03813531022507179
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4869941648669064
root_mean_prior_squared_error
0.4869941648669064
root_mean_prior_squared_error
0.4841269273621067
root_mean_squared_error
0
root_mean_squared_error
0.2961744388795462
root_mean_squared_error
0.2961744388795462
root_mean_squared_error
0.1873171623163388
root_mean_squared_error
0.13245323570650439
root_mean_squared_error
0.1873171623163388
root_mean_squared_error
0.22941573387056177
root_mean_squared_error
0.22941573387056177
root_mean_squared_error
0.3504383220252312
root_mean_squared_error
0.1336306209562122
root_relative_squared_error
0
root_relative_squared_error
0.6139623099130967
root_relative_squared_error
0.6139623099130967
root_relative_squared_error
0.3883038593647122
root_relative_squared_error
0.27457229211769546
root_relative_squared_error
0.3883038593647122
root_relative_squared_error
0.4755731602984921
root_relative_squared_error
0.47108518011352396
root_relative_squared_error
0.7195944988807096
root_relative_squared_error
0.27602393794605457
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
28.039151002303697
usercpu_time_millis
27.951893003773876
usercpu_time_millis
28.454702987801284
usercpu_time_millis
27.77333601261489
usercpu_time_millis
28.82423200935591
usercpu_time_millis
28.36464100982994
usercpu_time_millis
27.977776000625454
usercpu_time_millis
28.86211601435207
usercpu_time_millis
36.23557100945618
usercpu_time_millis
28.372753004077822
usercpu_time_millis_testing
2.209211001172662
usercpu_time_millis_testing
2.2237160010263324
usercpu_time_millis_testing
2.163625991670415
usercpu_time_millis_testing
2.0811440044781193
usercpu_time_millis_testing
2.2237710072658956
usercpu_time_millis_testing
2.2324980091070756
usercpu_time_millis_testing
2.1509759972104803
usercpu_time_millis_testing
2.2435320133809
usercpu_time_millis_testing
2.3279349989024922
usercpu_time_millis_testing
2.2017790033714846
usercpu_time_millis_training
25.829940001131035
usercpu_time_millis_training
25.728177002747543
usercpu_time_millis_training
26.29107699613087
usercpu_time_millis_training
25.69219200813677
usercpu_time_millis_training
26.600461002090015
usercpu_time_millis_training
26.132143000722863
usercpu_time_millis_training
25.826800003414974
usercpu_time_millis_training
26.61858400097117
usercpu_time_millis_training
33.90763601055369
usercpu_time_millis_training
26.170974000706337
wall_clock_time_millis
28.055429458618164
wall_clock_time_millis
27.970075607299805
wall_clock_time_millis
60.47248840332031
wall_clock_time_millis
27.7864933013916
wall_clock_time_millis
28.842449188232422
wall_clock_time_millis
28.38420867919922
wall_clock_time_millis
27.995824813842773
wall_clock_time_millis
28.879404067993164
wall_clock_time_millis
52.251338958740234
wall_clock_time_millis
28.389692306518555
wall_clock_time_millis_testing
2.2182464599609375
wall_clock_time_millis_testing
2.2346973419189453
wall_clock_time_millis_testing
2.172708511352539
wall_clock_time_millis_testing
2.086162567138672
wall_clock_time_millis_testing
2.2335052490234375
wall_clock_time_millis_testing
2.240896224975586
wall_clock_time_millis_testing
2.160787582397461
wall_clock_time_millis_testing
2.251863479614258
wall_clock_time_millis_testing
2.336740493774414
wall_clock_time_millis_testing
2.2110939025878906
wall_clock_time_millis_training
25.837182998657227
wall_clock_time_millis_training
25.73537826538086
wall_clock_time_millis_training
58.29977989196777
wall_clock_time_millis_training
25.70033073425293
wall_clock_time_millis_training
26.608943939208984
wall_clock_time_millis_training
26.143312454223633
wall_clock_time_millis_training
25.835037231445312
wall_clock_time_millis_training
26.627540588378906
wall_clock_time_millis_training
49.91459846496582
wall_clock_time_millis_training
26.178598403930664