10329230
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)
8184851
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
2.3378995521560433
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.2636943083944421
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.02185324032315324
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
38888
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
21580154
description
https://api.openml.org/data/download/21580154/description.xml
-1
21580155
predictions
https://api.openml.org/data/download/21580155/predictions.arff
area_under_roc_curve
0.9755298345753397 [0.97553,0.97553]
average_cost
0
f_measure
0.9788686877446418 [0.983287,0.971429]
kappa
0.9547178820595804
kb_relative_information_score
0.9535946240917923
mean_absolute_error
0.0210896309314587
mean_prior_absolute_error
0.46764379083961705
number_of_instances
569 [357,212]
precision
0.9789309658740891 [0.977839,0.980769]
predictive_accuracy
0.9789103690685412
prior_entropy
0.9526357368194003
recall
0.9789103690685413 [0.988796,0.962264]
relative_absolute_error
0.0450976391530698
root_mean_prior_squared_error
0.4834927399189952
root_mean_squared_error
0.14522269427144885
root_relative_squared_error
0.3003616854635285
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9861111111111112 [0.986111,0.986111]
area_under_roc_curve
0.9484126984126983 [0.948413,0.948413]
area_under_roc_curve
0.9761904761904762 [0.97619,0.97619]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9146825396825397 [0.914683,0.914683]
area_under_roc_curve
0.9772727272727273 [0.977273,0.977273]
area_under_roc_curve
0.9545454545454546 [0.954545,0.954545]
area_under_roc_curve
1 [1,1]
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
0.9825365904115021 [0.985915,0.976744]
f_measure
0.9476097712345062 [0.957746,0.930233]
f_measure
0.9823623542652152 [0.986301,0.97561]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9290184921763869 [0.945946,0.9]
f_measure
0.9823756902902523 [0.985915,0.976744]
f_measure
0.9645641882483988 [0.972222,0.952381]
f_measure
1 [1,1]
kappa
1
kappa
0.9626719056974459
kappa
0.8880157170923378
kappa
0.9619238476953906
kappa
1
kappa
1
kappa
0.8461538461538461
kappa
0.9626719056974459
kappa
0.9247027741083224
kappa
1
kb_relative_information_score
1
kb_relative_information_score
0.9612699290017804
kb_relative_information_score
0.8838097870053414
kb_relative_information_score
0.9612699290017805
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
0.845079716007122
kb_relative_information_score
0.961798671166844
kb_relative_information_score
0.9235973423336881
kb_relative_information_score
1
mean_absolute_error
0
mean_absolute_error
0.017543859649122806
mean_absolute_error
0.05263157894736842
mean_absolute_error
0.017543859649122806
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.07017543859649122
mean_absolute_error
0.017543859649122806
mean_absolute_error
0.03508771929824561
mean_absolute_error
0
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
0.9832535885167464 [1,0.954545]
precision
0.9484620642515378 [0.971429,0.909091]
precision
0.9829302987197724 [0.972973,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9307479224376731 [0.921053,0.947368]
precision
0.982943469785575 [0.972222,1]
precision
0.9668089141773352 [0.945946,1]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9473684210526316
predictive_accuracy
0.9824561403508772
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9298245614035088
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9649122807017544
predictive_accuracy
1
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
0.9824561403508771 [0.972222,1]
recall
0.9473684210526315 [0.944444,0.952381]
recall
0.9824561403508771 [1,0.952381]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9298245614035088 [0.972222,0.857143]
recall
0.9824561403508771 [1,0.954545]
recall
0.9649122807017544 [1,0.909091]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0.03760042144080074
relative_absolute_error
0.1128012643224022
relative_absolute_error
0.03760042144080074
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.15040168576320295
relative_absolute_error
0.03724479812145326
relative_absolute_error
0.07448959624290652
relative_absolute_error
0
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
0.13245323570650439
root_mean_squared_error
0.22941573387056177
root_mean_squared_error
0.13245323570650439
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.26490647141300877
root_mean_squared_error
0.13245323570650439
root_mean_squared_error
0.1873171623163388
root_mean_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.27457229211769546
root_relative_squared_error
0.4755731602984921
root_relative_squared_error
0.27457229211769546
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.5491445842353909
root_relative_squared_error
0.2719811555497864
root_relative_squared_error
0.3846394388884143
root_relative_squared_error
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
total_cost
0
usercpu_time_millis
18.762844003504142
usercpu_time_millis
17.76932399661746
usercpu_time_millis
17.995989008340985
usercpu_time_millis
17.39228099177126
usercpu_time_millis
17.478066991316155
usercpu_time_millis
17.195004998939112
usercpu_time_millis
16.978815008769743
usercpu_time_millis
17.633808005484752
usercpu_time_millis
17.266155991819687
usercpu_time_millis
17.487821009126492
usercpu_time_millis_testing
1.369688005070202
usercpu_time_millis_testing
1.3432519917842
usercpu_time_millis_testing
1.234405004652217
usercpu_time_millis_testing
1.2747489963658154
usercpu_time_millis_testing
1.2681549997068942
usercpu_time_millis_testing
1.2733469920931384
usercpu_time_millis_testing
1.2034319952363148
usercpu_time_millis_testing
1.2808070023311302
usercpu_time_millis_testing
1.233660994330421
usercpu_time_millis_testing
1.2907680065836757
usercpu_time_millis_training
17.39315599843394
usercpu_time_millis_training
16.42607200483326
usercpu_time_millis_training
16.761584003688768
usercpu_time_millis_training
16.117531995405443
usercpu_time_millis_training
16.20991199160926
usercpu_time_millis_training
15.921658006845973
usercpu_time_millis_training
15.775383013533428
usercpu_time_millis_training
16.353001003153622
usercpu_time_millis_training
16.032494997489266
usercpu_time_millis_training
16.197053002542816
wall_clock_time_millis
34.80863571166992
wall_clock_time_millis
33.78129005432129
wall_clock_time_millis
34.00707244873047
wall_clock_time_millis
17.406225204467773
wall_clock_time_millis
17.495393753051758
wall_clock_time_millis
17.224788665771484
wall_clock_time_millis
16.991615295410156
wall_clock_time_millis
17.68040657043457
wall_clock_time_millis
17.28200912475586
wall_clock_time_millis
17.504215240478516
wall_clock_time_millis_testing
1.3759136199951172
wall_clock_time_millis_testing
1.3511180877685547
wall_clock_time_millis_testing
1.241445541381836
wall_clock_time_millis_testing
1.28173828125
wall_clock_time_millis_testing
1.276254653930664
wall_clock_time_millis_testing
1.2805461883544922
wall_clock_time_millis_testing
1.2106895446777344
wall_clock_time_millis_testing
1.2888908386230469
wall_clock_time_millis_testing
1.241445541381836
wall_clock_time_millis_testing
1.298666000366211
wall_clock_time_millis_training
33.432722091674805
wall_clock_time_millis_training
32.430171966552734
wall_clock_time_millis_training
32.76562690734863
wall_clock_time_millis_training
16.124486923217773
wall_clock_time_millis_training
16.219139099121094
wall_clock_time_millis_training
15.944242477416992
wall_clock_time_millis_training
15.780925750732422
wall_clock_time_millis_training
16.391515731811523
wall_clock_time_millis_training
16.040563583374023
wall_clock_time_millis_training
16.205549240112305