10409826
1
Jan van Rijn
37
Supervised Classification
16360
sklearn.svm.classes.SVC(32)
8247590
C
22.655908617900717
16360
cache_size
200
16360
class_weight
null
16360
coef0
-0.8622028306172058
16360
decision_function_shape
"ovr"
16360
degree
3
16360
gamma
0.0013391425761131808
16360
kernel
"sigmoid"
16360
max_iter
-1
16360
probability
false
16360
random_state
46838
16360
shrinking
false
16360
tol
0.0015667166355394615
16360
verbose
false
16360
openml-python
Sklearn_0.21.2.
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
21741445
description
https://api.openml.org/data/download/21741445/description.xml
-1
21741446
predictions
https://api.openml.org/data/download/21741446/predictions.arff
area_under_roc_curve
0.5078507462686567 [0.507851,0.507851]
average_cost
0
f_measure
0.5425052473563953 [0.777236,0.104575]
kappa
0.019604919865821805
kb_relative_information_score
0.18283367093262048
mean_absolute_error
0.3567708333333333
mean_prior_absolute_error
0.4544913419913401
number_of_instances
768 [500,268]
precision
0.5732283405431385 [0.654795,0.421053]
predictive_accuracy
0.6432291666666667
prior_entropy
0.9331348051619819
recall
0.6432291666666666 [0.956,0.059701]
relative_absolute_error
0.7849892844386268
root_mean_prior_squared_error
0.4766409223329586
root_mean_squared_error
0.5973029661179771
root_relative_squared_error
1.253150827239986
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
0.5255555555555556 [0.525556,0.525556]
area_under_roc_curve
0.554074074074074 [0.554074,0.554074]
area_under_roc_curve
0.4985185185185186 [0.498519,0.498519]
area_under_roc_curve
0.5085185185185185 [0.508519,0.508519]
area_under_roc_curve
0.48000000000000004 [0.48,0.48]
area_under_roc_curve
0.47 [0.47,0.47]
area_under_roc_curve
0.45 [0.45,0.45]
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
0.568208650853279 [0.77686,0.181818]
f_measure
0.6001931952345176 [0.793388,0.242424]
f_measure
0.5260997067448681 [0.774194,0.066667]
f_measure
0.5332736229287953 [0.784,0.068966]
f_measure
0.4987012987012987 [0.768,0]
f_measure
0.5027813436029098 [0.764228,0]
f_measure
0.48934319269247506 [0.743802,0]
kappa
0.04757373929590858
kappa
0.11331183786273603
kappa
0.06224627875507448
kappa
0.06224627875507448
kappa
0.13170951736580971
kappa
-0.003724394785847281
kappa
0.021647058823529533
kappa
-0.0508235294117646
kappa
-0.07617187500000007
kappa
-0.12404580152671776
kb_relative_information_score
0.22785618780042838
kb_relative_information_score
0.25755402673118133
kb_relative_information_score
0.19815834886967554
kb_relative_information_score
0.19815834886967554
kb_relative_information_score
0.25755402673118133
kb_relative_information_score
0.16846050993892273
kb_relative_information_score
0.19815834886967554
kb_relative_information_score
0.13876267100816986
kb_relative_information_score
0.12021481221512681
kb_relative_information_score
0.05953997167823884
mean_absolute_error
0.33766233766233766
mean_absolute_error
0.3246753246753247
mean_absolute_error
0.35064935064935066
mean_absolute_error
0.35064935064935066
mean_absolute_error
0.3246753246753247
mean_absolute_error
0.36363636363636365
mean_absolute_error
0.35064935064935066
mean_absolute_error
0.37662337662337664
mean_absolute_error
0.3815789473684211
mean_absolute_error
0.40789473684210525
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
0.6051765136272179 [0.661972,0.5]
precision
0.6727638558624474 [0.676056,0.666667]
precision
0.5380835380835381 [0.648649,0.333333]
precision
0.5995670995670995 [0.653333,0.5]
precision
0.4155844155844156 [0.64,0]
precision
0.42357606344628695 [0.643836,0]
precision
0.41697553743513716 [0.633803,0]
predictive_accuracy
0.6623376623376623
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.6363636363636364
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6233766233766234
predictive_accuracy
0.618421052631579
predictive_accuracy
0.5921052631578947
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
0.6493506493506493 [0.94,0.111111]
recall
0.6753246753246753 [0.96,0.148148]
recall
0.6363636363636364 [0.96,0.037037]
recall
0.6493506493506493 [0.98,0.037037]
recall
0.6233766233766234 [0.96,0]
recall
0.618421052631579 [0.94,0]
recall
0.5921052631578947 [0.9,0]
relative_absolute_error
0.742113652370537
relative_absolute_error
0.7135708195870546
relative_absolute_error
0.7706564851540191
relative_absolute_error
0.7706564851540191
relative_absolute_error
0.7135708195870546
relative_absolute_error
0.7991993179375014
relative_absolute_error
0.7706564851540191
relative_absolute_error
0.8277421507209834
relative_absolute_error
0.8434053482399141
relative_absolute_error
0.9015712343254253
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
0.592156525463792
root_mean_squared_error
0.5698028822981898
root_mean_squared_error
0.6030226891555273
root_mean_squared_error
0.592156525463792
root_mean_squared_error
0.6136964857512031
root_mean_squared_error
0.6177207681213422
root_mean_squared_error
0.6386663736585051
root_relative_squared_error
1.217765157217718
root_relative_squared_error
1.1941169806974095
root_relative_squared_error
1.2409627684491944
root_relative_squared_error
1.2409627684491944
root_relative_squared_error
1.1941169806974095
root_relative_squared_error
1.2637346268978644
root_relative_squared_error
1.2409627684491944
root_relative_squared_error
1.28610334801068
root_relative_squared_error
1.3019175367728593
root_relative_squared_error
1.3460628085112418
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
14.393715000096563
usercpu_time_millis
14.187741999990067
usercpu_time_millis
13.892232000102922
usercpu_time_millis
13.715984999976172
usercpu_time_millis
13.93528799997057
usercpu_time_millis
13.847082999859595
usercpu_time_millis
13.718126000071607
usercpu_time_millis
13.828772000010758
usercpu_time_millis
13.84391199997026
usercpu_time_millis
13.691483000116023
usercpu_time_millis_testing
1.2394200000471756
usercpu_time_millis_testing
1.316395999992892
usercpu_time_millis_testing
1.2139310000520709
usercpu_time_millis_testing
1.2719430000061038
usercpu_time_millis_testing
1.2324169999828882
usercpu_time_millis_testing
1.222286999905009
usercpu_time_millis_testing
1.2344380000968158
usercpu_time_millis_testing
1.2079620000804425
usercpu_time_millis_testing
1.2551840000014636
usercpu_time_millis_testing
1.236268000070595
usercpu_time_millis_training
13.154295000049387
usercpu_time_millis_training
12.871345999997175
usercpu_time_millis_training
12.678301000050851
usercpu_time_millis_training
12.444041999970068
usercpu_time_millis_training
12.702870999987681
usercpu_time_millis_training
12.624795999954586
usercpu_time_millis_training
12.48368799997479
usercpu_time_millis_training
12.620809999930316
usercpu_time_millis_training
12.588727999968796
usercpu_time_millis_training
12.455215000045428
wall_clock_time_millis
14.39809799194336
wall_clock_time_millis
14.192581176757812
wall_clock_time_millis
13.897180557250977
wall_clock_time_millis
13.719797134399414
wall_clock_time_millis
13.939619064331055
wall_clock_time_millis
13.851165771484375
wall_clock_time_millis
13.722658157348633
wall_clock_time_millis
13.832807540893555
wall_clock_time_millis
13.848543167114258
wall_clock_time_millis
13.695001602172852
wall_clock_time_millis_testing
1.2416839599609375
wall_clock_time_millis_testing
1.3186931610107422
wall_clock_time_millis_testing
1.2164115905761719
wall_clock_time_millis_testing
1.27410888671875
wall_clock_time_millis_testing
1.2345314025878906
wall_clock_time_millis_testing
1.2242794036865234
wall_clock_time_millis_testing
1.2369155883789062
wall_clock_time_millis_testing
1.2102127075195312
wall_clock_time_millis_testing
1.2574195861816406
wall_clock_time_millis_testing
1.238107681274414
wall_clock_time_millis_training
13.156414031982422
wall_clock_time_millis_training
12.87388801574707
wall_clock_time_millis_training
12.680768966674805
wall_clock_time_millis_training
12.445688247680664
wall_clock_time_millis_training
12.705087661743164
wall_clock_time_millis_training
12.626886367797852
wall_clock_time_millis_training
12.485742568969727
wall_clock_time_millis_training
12.622594833374023
wall_clock_time_millis_training
12.591123580932617
wall_clock_time_millis_training
12.456893920898438