10434028
8323
Heinrich Peters
9952
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8255696
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
0.08200442824551421
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.5680164008176842
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.011344266977438774
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
true
13389
random_state
1
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.
1489
phoneme
https://www.openml.org/data/download/1592281/php8Mz7BG
-1
21790885
description
https://api.openml.org/data/download/21790885/description.xml
-1
21790886
predictions
https://api.openml.org/data/download/21790886/predictions.arff
area_under_roc_curve
0.8050857688113053 [0.805086,0.805086]
average_cost
0
f_measure
0.7477241192100248 [0.833081,0.542244]
kappa
0.37751960301156895
kb_relative_information_score
0.25213255472270857
mean_absolute_error
0.31123541744286154
mean_prior_absolute_error
0.4147357447231523
weighted_recall
0.7553663952627683 [0.864065,0.493695]
number_of_instances
5404 [3818,1586]
precision
0.7447053934279279 [0.804242,0.601382]
predictive_accuracy
0.7553663952627683
prior_entropy
0.8731822780289229
relative_absolute_error
0.7504427129873261
root_mean_prior_squared_error
0.4553593089081206
root_mean_squared_error
0.39775581026277185
root_relative_squared_error
0.8734988007965121
total_cost
0
unweighted_recall
0.6788798926172368 [0.864065,0.493695]
area_under_roc_curve
0.783232901972406 [0.783233,0.783233]
area_under_roc_curve
0.8222200270012184 [0.82222,0.82222]
area_under_roc_curve
0.7705801969113241 [0.77058,0.77058]
area_under_roc_curve
0.8004708749053311 [0.800471,0.800471]
area_under_roc_curve
0.8001855656438465 [0.800186,0.800186]
area_under_roc_curve
0.8012625091125986 [0.801263,0.801263]
area_under_roc_curve
0.8541818543309696 [0.854182,0.854182]
area_under_roc_curve
0.8043193717277486 [0.804319,0.804319]
area_under_roc_curve
0.7994519552980406 [0.799452,0.799452]
area_under_roc_curve
0.8194176199673154 [0.819418,0.819418]
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
0.7343742871750503 [0.8275,0.510638]
f_measure
0.758479391955271 [0.836735,0.57047]
f_measure
0.7220095105649005 [0.818068,0.491228]
f_measure
0.7703217968051963 [0.84399,0.593333]
f_measure
0.7396970414602657 [0.828715,0.524476]
f_measure
0.7536983569404382 [0.831836,0.564784]
f_measure
0.7502155561744623 [0.834387,0.546713]
f_measure
0.7455010561097518 [0.837267,0.523636]
f_measure
0.7429699044308615 [0.831234,0.531469]
f_measure
0.7583149847633475 [0.84131,0.559441]
kappa
0.34191876454410824
kappa
0.4082176796335544
kappa
0.31259146314747166
kappa
0.4380991299313822
kappa
0.355744262755281
kappa
0.397198173017929
kappa
0.3830670480708854
kappa
0.36571981923821817
kappa
0.3655636803619339
kappa
0.40344047556420654
kb_relative_information_score
0.2316566220031966
kb_relative_information_score
0.2644085403394264
kb_relative_information_score
0.21467921982917862
kb_relative_information_score
0.25643549538526966
kb_relative_information_score
0.24938914905023224
kb_relative_information_score
0.2377120934298559
kb_relative_information_score
0.2932535456517601
kb_relative_information_score
0.2534642671458689
kb_relative_information_score
0.24263459083713296
kb_relative_information_score
0.2778037830631913
mean_absolute_error
0.3188755398676087
mean_absolute_error
0.3086590769968852
mean_absolute_error
0.3235781722196738
mean_absolute_error
0.30987311829413744
mean_absolute_error
0.3123691703728052
mean_absolute_error
0.3164687716056197
mean_absolute_error
0.29760199357682465
mean_absolute_error
0.30845089080770344
mean_absolute_error
0.3141422865135011
mean_absolute_error
0.3023054426227334
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.415131335553089
mean_prior_absolute_error
0.415131335553089
number_of_instances
541 [382,159]
number_of_instances
541 [382,159]
number_of_instances
541 [382,159]
number_of_instances
541 [382,159]
number_of_instances
540 [382,158]
number_of_instances
540 [382,158]
number_of_instances
540 [382,158]
number_of_instances
540 [382,158]
number_of_instances
540 [381,159]
number_of_instances
540 [381,159]
precision
0.7311755890909695 [0.791866,0.585366]
precision
0.7558443768338986 [0.81592,0.611511]
precision
0.7179490605675939 [0.785542,0.555556]
precision
0.7680438116962284 [0.825,0.631206]
precision
0.7363366931859043 [0.798544,0.585938]
precision
0.751248648729757 [0.816121,0.594406]
precision
0.7472177808746241 [0.806846,0.603053]
precision
0.7436416048709192 [0.79669,0.615385]
precision
0.7399640722875743 [0.799031,0.598425]
precision
0.7560713809078949 [0.808717,0.629921]
predictive_accuracy
0.7449168207024031
predictive_accuracy
0.7634011090573013
predictive_accuracy
0.7319778188539742
predictive_accuracy
0.7744916820702403
predictive_accuracy
0.7481481481481481
predictive_accuracy
0.7574074074074075
predictive_accuracy
0.7574074074074075
predictive_accuracy
0.7574074074074075
predictive_accuracy
0.7518518518518519
predictive_accuracy
0.7666666666666667
prior_entropy
0.8737066175945942
prior_entropy
0.8737066175945942
prior_entropy
0.8737066175945942
prior_entropy
0.8737066175945942
prior_entropy
0.8720500383981036
prior_entropy
0.8720500383981036
prior_entropy
0.8720500383981036
prior_entropy
0.8720500383981036
prior_entropy
0.8743961361606727
prior_entropy
0.8743961361606727
relative_absolute_error
0.7685477188454806
relative_absolute_error
0.74392419570782
relative_absolute_error
0.7798819132720871
relative_absolute_error
0.7468502547902282
relative_absolute_error
0.7538470886441112
relative_absolute_error
0.7637407425225353
relative_absolute_error
0.718209150297453
relative_absolute_error
0.7443910221599559
relative_absolute_error
0.756729881869703
relative_absolute_error
0.7282163901695471
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.454953963029931
root_mean_prior_squared_error
0.454953963029931
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
0.45579347410776366
root_mean_squared_error
0.4071754491541049
root_mean_squared_error
0.39192145497900704
root_mean_squared_error
0.41269770923890525
root_mean_squared_error
0.39697627422195
root_mean_squared_error
0.4003826191100701
root_mean_squared_error
0.39994413989884103
root_mean_squared_error
0.3767271230543664
root_mean_squared_error
0.3979579685267389
root_mean_squared_error
0.40242006605521935
root_mean_squared_error
0.3902164626742809
root_relative_squared_error
0.8938167446832981
root_relative_squared_error
0.8603317311705021
root_relative_squared_error
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root_relative_squared_error
0.8714278866240687
root_relative_squared_error
0.8800508439218262
root_relative_squared_error
0.879087055831469
root_relative_squared_error
0.8280554818017529
root_relative_squared_error
0.8747214023071552
root_relative_squared_error
0.8829000170372663
root_relative_squared_error
0.8561256025838178
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
unweighted_recall
0.6596611676380519 [0.866492,0.45283]
unweighted_recall
0.6966149692120254 [0.858639,0.534591]
unweighted_recall
0.6468273568441503 [0.853403,0.440252]
unweighted_recall
0.7118113866113471 [0.863874,0.559748]
unweighted_recall
0.6679700444032076 [0.861257,0.474684]
unweighted_recall
0.6930711114056598 [0.848168,0.537975]
unweighted_recall
0.6819371727748691 [0.863874,0.5]
unweighted_recall
0.6689475777056133 [0.882199,0.455696]
unweighted_recall
0.6720645768335562 [0.866142,0.477987]
unweighted_recall
0.6898925370177784 [0.87664,0.503145]
usercpu_time_millis
6255.6909030004135
usercpu_time_millis
6342.348304000097
usercpu_time_millis
6148.147058999712
usercpu_time_millis
6112.478569999894
usercpu_time_millis
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usercpu_time_millis
4157.446825999614
usercpu_time_millis
3774.0982949999307
usercpu_time_millis
4089.919081000062
usercpu_time_millis
5536.942357000044
usercpu_time_millis
5938.434375999805
usercpu_time_millis_testing
88.59534300017913
usercpu_time_millis_testing
91.80951899998036
usercpu_time_millis_testing
88.59911399986231
usercpu_time_millis_testing
88.0748169997787
usercpu_time_millis_testing
51.78089799983354
usercpu_time_millis_testing
51.623548999941704
usercpu_time_millis_testing
51.736886000071536
usercpu_time_millis_testing
51.45514000014373
usercpu_time_millis_testing
87.4677070000871
usercpu_time_millis_testing
94.75133999967511
usercpu_time_millis_training
6167.095560000234
usercpu_time_millis_training
6250.538785000117
usercpu_time_millis_training
6059.547944999849
usercpu_time_millis_training
6024.403753000115
usercpu_time_millis_training
5239.5729939999
usercpu_time_millis_training
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usercpu_time_millis_training
3722.361408999859
usercpu_time_millis_training
4038.463940999918
usercpu_time_millis_training
5449.4746499999565
usercpu_time_millis_training
5843.6830360001295
wall_clock_time_millis
6269.325494766235
wall_clock_time_millis
6342.418909072876
wall_clock_time_millis
6154.268503189087
wall_clock_time_millis
6116.832256317139
wall_clock_time_millis
5291.520118713379
wall_clock_time_millis
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wall_clock_time_millis
3774.123191833496
wall_clock_time_millis
4089.932680130005
wall_clock_time_millis
5605.278015136719
wall_clock_time_millis
5938.596725463867
wall_clock_time_millis_testing
90.02065658569336
wall_clock_time_millis_testing
91.82000160217285
wall_clock_time_millis_testing
88.61112594604492
wall_clock_time_millis_testing
88.08612823486328
wall_clock_time_millis_testing
51.812171936035156
wall_clock_time_millis_testing
51.63240432739258
wall_clock_time_millis_testing
51.74612998962402
wall_clock_time_millis_testing
51.46455764770508
wall_clock_time_millis_testing
87.49628067016602
wall_clock_time_millis_testing
94.76280212402344
wall_clock_time_millis_training
6179.304838180542
wall_clock_time_millis_training
6250.598907470703
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
3722.377061843872
wall_clock_time_millis_training
4038.4681224823
wall_clock_time_millis_training
5517.781734466553
wall_clock_time_millis_training
5843.833923339844
weighted_recall
0.744916820702403 [0.866492,0.45283]
weighted_recall
0.7634011090573013 [0.858639,0.534591]
weighted_recall
0.7319778188539742 [0.853403,0.440252]
weighted_recall
0.7744916820702403 [0.863874,0.559748]
weighted_recall
0.7481481481481481 [0.861257,0.474684]
weighted_recall
0.7574074074074074 [0.848168,0.537975]
weighted_recall
0.7574074074074074 [0.863874,0.5]
weighted_recall
0.7574074074074074 [0.882199,0.455696]
weighted_recall
0.7518518518518519 [0.866142,0.477987]
weighted_recall
0.7666666666666667 [0.87664,0.503145]