10407890
1
Jan van Rijn
37
Supervised Classification
16360
sklearn.svm.classes.SVC(32)
8245656
C
300.6610380357411
16360
cache_size
200
16360
class_weight
null
16360
coef0
0.697612945942681
16360
decision_function_shape
"ovr"
16360
degree
3
16360
gamma
0.0016674168260076465
16360
kernel
"sigmoid"
16360
max_iter
-1
16360
probability
false
16360
random_state
58373
16360
shrinking
false
16360
tol
1.3650739685967841e-05
16360
verbose
false
16360
openml-python
Sklearn_0.21.2.
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
21737568
description
https://api.openml.org/data/download/21737568/description.xml
-1
21737569
predictions
https://api.openml.org/data/download/21737569/predictions.arff
area_under_roc_curve
0.5062537313432836 [0.506254,0.506254]
average_cost
0
f_measure
0.5377040789427436 [0.779305,0.086957]
kappa
0.015735907161903366
kb_relative_information_score
0.18581602979782993
mean_absolute_error
0.35546875
mean_prior_absolute_error
0.4544913419913401
number_of_instances
768 [500,268]
precision
0.5721203823259071 [0.654003,0.419355]
predictive_accuracy
0.64453125
prior_entropy
0.9331348051619819
recall
0.64453125 [0.964,0.048507]
relative_absolute_error
0.7821243600428655
root_mean_prior_squared_error
0.4766409223329586
root_mean_squared_error
0.596212000885591
root_relative_squared_error
1.2508619653708746
total_cost
0
area_under_roc_curve
0.5185185185185185 [0.518519,0.518519]
area_under_roc_curve
0.5455555555555556 [0.545556,0.545556]
area_under_roc_curve
0.5255555555555556 [0.525556,0.525556]
area_under_roc_curve
0.4885185185185186 [0.488519,0.488519]
area_under_roc_curve
0.5355555555555556 [0.535556,0.535556]
area_under_roc_curve
0.5085185185185185 [0.508519,0.508519]
area_under_roc_curve
0.5185185185185185 [0.518519,0.518519]
area_under_roc_curve
0.48000000000000004 [0.48,0.48]
area_under_roc_curve
0.47 [0.47,0.47]
area_under_roc_curve
0.47 [0.47,0.47]
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
0.5404040404040404 [0.793651,0.071429]
f_measure
0.5852364263064499 [0.796748,0.193548]
f_measure
0.568208650853279 [0.77686,0.181818]
f_measure
0.518874254515482 [0.764228,0.064516]
f_measure
0.5767111986374281 [0.786885,0.1875]
f_measure
0.5332736229287953 [0.784,0.068966]
f_measure
0.5404040404040404 [0.793651,0.071429]
f_measure
0.4987012987012987 [0.768,0]
f_measure
0.5027813436029098 [0.764228,0]
f_measure
0.5027813436029098 [0.764228,0]
kappa
0.04757373929590858
kappa
0.11331183786273603
kappa
0.06224627875507448
kappa
-0.02855826807922625
kappa
0.08751139471285312
kappa
0.021647058823529533
kappa
0.04757373929590858
kappa
-0.0508235294117646
kappa
-0.07617187500000007
kappa
-0.07617187500000007
kb_relative_information_score
0.22785618780042838
kb_relative_information_score
0.25755402673118133
kb_relative_information_score
0.19815834886967554
kb_relative_information_score
0.13876267100816986
kb_relative_information_score
0.22785618780042838
kb_relative_information_score
0.19815834886967554
kb_relative_information_score
0.22785618780042838
kb_relative_information_score
0.13876267100816986
kb_relative_information_score
0.12021481221512681
kb_relative_information_score
0.12021481221512681
mean_absolute_error
0.33766233766233766
mean_absolute_error
0.3246753246753247
mean_absolute_error
0.35064935064935066
mean_absolute_error
0.37662337662337664
mean_absolute_error
0.33766233766233766
mean_absolute_error
0.35064935064935066
mean_absolute_error
0.33766233766233766
mean_absolute_error
0.37662337662337664
mean_absolute_error
0.3815789473684211
mean_absolute_error
0.3815789473684211
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.45242652084757423
mean_prior_absolute_error
0.45242652084757423
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.7778537252221464 [0.657895,1]
precision
0.698852517345668 [0.671233,0.75]
precision
0.6051765136272179 [0.661972,0.5]
precision
0.5057374132716599 [0.643836,0.25]
precision
0.6432900432900432 [0.666667,0.6]
precision
0.5995670995670995 [0.653333,0.5]
precision
0.7778537252221464 [0.657895,1]
precision
0.4155844155844156 [0.64,0]
precision
0.42357606344628695 [0.643836,0]
precision
0.42357606344628695 [0.643836,0]
predictive_accuracy
0.6623376623376623
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6233766233766234
predictive_accuracy
0.6623376623376623
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6623376623376623
predictive_accuracy
0.6233766233766234
predictive_accuracy
0.618421052631579
predictive_accuracy
0.618421052631579
prior_entropy
0.9346519933901933
prior_entropy
0.9346519933901933
prior_entropy
0.9346519933901933
prior_entropy
0.9346519933901933
prior_entropy
0.9346519933901933
prior_entropy
0.9346519933901933
prior_entropy
0.9346519933901933
prior_entropy
0.9346519933901933
prior_entropy
0.9269862002370954
prior_entropy
0.9269862002370954
recall
0.6623376623376623 [1,0.037037]
recall
0.6753246753246753 [0.98,0.111111]
recall
0.6493506493506493 [0.94,0.111111]
recall
0.6233766233766234 [0.94,0.037037]
recall
0.6623376623376623 [0.96,0.111111]
recall
0.6493506493506493 [0.98,0.037037]
recall
0.6623376623376623 [1,0.037037]
recall
0.6233766233766234 [0.96,0]
recall
0.618421052631579 [0.94,0]
recall
0.618421052631579 [0.94,0]
relative_absolute_error
0.742113652370537
relative_absolute_error
0.7135708195870546
relative_absolute_error
0.7706564851540191
relative_absolute_error
0.8277421507209834
relative_absolute_error
0.742113652370537
relative_absolute_error
0.7706564851540191
relative_absolute_error
0.742113652370537
relative_absolute_error
0.8277421507209834
relative_absolute_error
0.8434053482399141
relative_absolute_error
0.8434053482399141
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4744699650121647
root_mean_prior_squared_error
0.4744699650121647
root_mean_squared_error
0.5810872031479765
root_mean_squared_error
0.5698028822981898
root_mean_squared_error
0.592156525463792
root_mean_squared_error
0.6136964857512031
root_mean_squared_error
0.5810872031479765
root_mean_squared_error
0.592156525463792
root_mean_squared_error
0.5810872031479765
root_mean_squared_error
0.6136964857512031
root_mean_squared_error
0.6177207681213422
root_mean_squared_error
0.6177207681213422
root_relative_squared_error
1.217765157217718
root_relative_squared_error
1.1941169806974095
root_relative_squared_error
1.2409627684491944
root_relative_squared_error
1.28610334801068
root_relative_squared_error
1.217765157217718
root_relative_squared_error
1.2409627684491944
root_relative_squared_error
1.217765157217718
root_relative_squared_error
1.28610334801068
root_relative_squared_error
1.3019175367728593
root_relative_squared_error
1.3019175367728593
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
11.544520999905217
usercpu_time_millis
11.474340000404482
usercpu_time_millis
14.208499000233132
usercpu_time_millis
11.909370999546809
usercpu_time_millis
11.525076999987505
usercpu_time_millis
11.445103000369272
usercpu_time_millis
11.406128000089666
usercpu_time_millis
11.387606999960553
usercpu_time_millis
11.283456000455772
usercpu_time_millis
11.3833400000658
usercpu_time_millis_testing
1.0877959998651932
usercpu_time_millis_testing
1.132719000452198
usercpu_time_millis_testing
1.6274390000035055
usercpu_time_millis_testing
1.1601369997151778
usercpu_time_millis_testing
1.1173570001119515
usercpu_time_millis_testing
1.0912220000136585
usercpu_time_millis_testing
1.0998719999406603
usercpu_time_millis_testing
1.083288999780052
usercpu_time_millis_testing
1.1110560003544379
usercpu_time_millis_testing
1.1015810000571946
usercpu_time_millis_training
10.456725000040024
usercpu_time_millis_training
10.341620999952283
usercpu_time_millis_training
12.581060000229627
usercpu_time_millis_training
10.749233999831631
usercpu_time_millis_training
10.407719999875553
usercpu_time_millis_training
10.353881000355614
usercpu_time_millis_training
10.306256000149006
usercpu_time_millis_training
10.304318000180501
usercpu_time_millis_training
10.172400000101334
usercpu_time_millis_training
10.281759000008606
wall_clock_time_millis
11.550188064575195
wall_clock_time_millis
11.48080825805664
wall_clock_time_millis
14.238357543945312
wall_clock_time_millis
11.91568374633789
wall_clock_time_millis
11.533498764038086
wall_clock_time_millis
11.453390121459961
wall_clock_time_millis
11.411905288696289
wall_clock_time_millis
11.395692825317383
wall_clock_time_millis
11.292457580566406
wall_clock_time_millis
11.389732360839844
wall_clock_time_millis_testing
1.0902881622314453
wall_clock_time_millis_testing
1.1355876922607422
wall_clock_time_millis_testing
1.6307830810546875
wall_clock_time_millis_testing
1.1625289916992188
wall_clock_time_millis_testing
1.1200904846191406
wall_clock_time_millis_testing
1.0938644409179688
wall_clock_time_millis_testing
1.1038780212402344
wall_clock_time_millis_testing
1.0859966278076172
wall_clock_time_millis_testing
1.1138916015625
wall_clock_time_millis_testing
1.1043548583984375
wall_clock_time_millis_training
10.45989990234375
wall_clock_time_millis_training
10.345220565795898
wall_clock_time_millis_training
12.607574462890625
wall_clock_time_millis_training
10.753154754638672
wall_clock_time_millis_training
10.413408279418945
wall_clock_time_millis_training
10.359525680541992
wall_clock_time_millis_training
10.308027267456055
wall_clock_time_millis_training
10.309696197509766
wall_clock_time_millis_training
10.178565979003906
wall_clock_time_millis_training
10.285377502441406