10413969
1
Jan van Rijn
11
Supervised Classification
16360
sklearn.svm.classes.SVC(32)
8251713
C
21.511795268601457
16360
cache_size
200
16360
class_weight
null
16360
coef0
0.0
16360
decision_function_shape
"ovr"
16360
degree
3
16360
gamma
0.10650620569705858
16360
kernel
"rbf"
16360
max_iter
-1
16360
probability
false
16360
random_state
12290
16360
shrinking
true
16360
tol
0.005970380512908148
16360
verbose
false
16360
openml-python
Sklearn_0.21.2.
11
balance-scale
https://www.openml.org/data/download/11/dataset_11_balance-scale.arff
-1
21749747
description
https://api.openml.org/data/download/21749747/description.xml
-1
21749748
predictions
https://api.openml.org/data/download/21749748/predictions.arff
area_under_roc_curve
0.9794500082426639 [0.983901,0.950503,0.979924]
average_cost
0
f_measure
0.971745101214575 [0.982639,0.865385,0.978947]
kappa
0.9497251642311301
kb_relative_information_score
0.9475496353780442
mean_absolute_error
0.019199999999999995
mean_prior_absolute_error
0.3797639065817382
number_of_instances
625 [288,49,288]
precision
0.97284332688588 [0.982639,0.818182,0.989362]
predictive_accuracy
0.9712000000000001
prior_entropy
1.3181309146206528
recall
0.9712 [0.982639,0.918367,0.96875]
relative_absolute_error
0.05055772722800211
root_mean_prior_squared_error
0.4355771591352158
root_mean_squared_error
0.13856406460551016
root_relative_squared_error
0.3181160024107138
total_cost
0
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9913793103448275 [1,0.991379,0.982759]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9741379310344828 [0.982759,0.974138,0.965517]
area_under_roc_curve
0.9766734279918864 [0.968053,0.891379,1]
area_under_roc_curve
0.9848484848484849 [0.984848,1,0.982759]
area_under_roc_curve
0.9295665634674922 [0.948276,0.773684,0.938025]
area_under_roc_curve
0.9760765550239234 [0.984848,0.991228,0.964286]
area_under_roc_curve
0.9765221878224974 [0.985294,0.991228,0.965517]
area_under_roc_curve
0.9852941176470589 [0.985294,0.9,1]
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 [1,1,1]
f_measure
0.9847092478671426 [1,0.909091,0.982456]
f_measure
1 [1,1,1]
f_measure
0.9571693274700793 [0.982456,0.769231,0.964286]
f_measure
0.9682539682539683 [0.965517,0.8,1]
f_measure
0.983866171716881 [0.983051,1,0.982456]
f_measure
0.9066841945596117 [0.945455,0.545455,0.931034]
f_measure
0.9680143884627208 [0.983051,0.909091,0.962963]
f_measure
0.9680405191865294 [0.982456,0.909091,0.964286]
f_measure
0.9831163931333711 [0.982456,0.888889,1]
kappa
1
kappa
0.9724409448818895
kappa
1
kappa
0.9190231362467866
kappa
0.9442970822281167
kappa
0.9711090400745573
kappa
0.8324324324324324
kappa
0.9440433212996391
kappa
0.9441189725101398
kappa
0.9714417319207739
kb_relative_information_score
1
kb_relative_information_score
0.9758501484186817
kb_relative_information_score
1
kb_relative_information_score
0.9275504452560456
kb_relative_information_score
0.9305300196542966
kb_relative_information_score
0.974741781961304
kb_relative_information_score
0.8102059938302507
kb_relative_information_score
0.9510413874317125
kb_relative_information_score
0.9510413874317125
kb_relative_information_score
0.9540616094834128
mean_absolute_error
0
mean_absolute_error
0.010582010582010581
mean_absolute_error
0
mean_absolute_error
0.031746031746031744
mean_absolute_error
0.021164021164021163
mean_absolute_error
0.01075268817204301
mean_absolute_error
0.06451612903225806
mean_absolute_error
0.02150537634408602
mean_absolute_error
0.02150537634408602
mean_absolute_error
0.01075268817204301
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.3800087621743677
mean_prior_absolute_error
0.376241353331964
mean_prior_absolute_error
0.38033353879871284
mean_prior_absolute_error
0.38033353879871284
mean_prior_absolute_error
0.38033353879871284
mean_prior_absolute_error
0.38033353879871284
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
62 [29,4,29]
number_of_instances
62 [29,5,28]
number_of_instances
62 [29,5,28]
number_of_instances
62 [28,5,29]
number_of_instances
62 [28,5,29]
precision
1 [1,1,1]
precision
0.9867724867724867 [1,0.833333,1]
precision
1 [1,1,1]
precision
0.9702380952380952 [1,0.625,1]
precision
0.9682539682539683 [0.965517,0.8,1]
precision
0.9844086021505376 [0.966667,1,1]
precision
0.9145161290322581 [1,0.5,0.9]
precision
0.970967741935484 [0.966667,0.833333,1]
precision
0.9709862810530219 [0.965517,0.833333,1]
precision
0.9844271412680756 [0.965517,1,1]
predictive_accuracy
1
predictive_accuracy
0.9841269841269842
predictive_accuracy
1
predictive_accuracy
0.9523809523809524
predictive_accuracy
0.9682539682539683
predictive_accuracy
0.9838709677419355
predictive_accuracy
0.903225806451613
predictive_accuracy
0.967741935483871
predictive_accuracy
0.967741935483871
predictive_accuracy
0.9838709677419355
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.3205735975596746
prior_entropy
1.2829898723732678
prior_entropy
1.3238135738688475
prior_entropy
1.3238135738688475
prior_entropy
1.3238135738688475
prior_entropy
1.3238135738688475
recall
1 [1,1,1]
recall
0.9841269841269841 [1,1,0.965517]
recall
1 [1,1,1]
recall
0.9523809523809523 [0.965517,1,0.931034]
recall
0.9682539682539683 [0.965517,0.8,1]
recall
0.9838709677419355 [1,1,0.965517]
recall
0.9032258064516129 [0.896552,0.6,0.964286]
recall
0.967741935483871 [1,1,0.928571]
recall
0.967741935483871 [1,1,0.931034]
recall
0.9838709677419355 [1,0.8,1]
relative_absolute_error
0
relative_absolute_error
0.0278467541681447
relative_absolute_error
0
relative_absolute_error
0.0835402625044341
relative_absolute_error
0.0556935083362894
relative_absolute_error
0.028579229999089798
relative_absolute_error
0.16963039661459486
relative_absolute_error
0.056543465538198286
relative_absolute_error
0.056543465538198286
relative_absolute_error
0.028271732769099143
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.43585813879395785
root_mean_prior_squared_error
0.4315146675497014
root_mean_prior_squared_error
0.43623055117366344
root_mean_prior_squared_error
0.43623055117366344
root_mean_prior_squared_error
0.43623055117366344
root_mean_prior_squared_error
0.43623055117366344
root_mean_squared_error
0
root_mean_squared_error
0.10286889997472794
root_mean_squared_error
0
root_mean_squared_error
0.1781741612749496
root_mean_squared_error
0.14547859349066158
root_mean_squared_error
0.10369516947304253
root_mean_squared_error
0.254000254000381
root_mean_squared_error
0.14664711502135327
root_mean_squared_error
0.14664711502135327
root_mean_squared_error
0.10369516947304253
root_relative_squared_error
0
root_relative_squared_error
0.23601463599916145
root_relative_squared_error
0
root_relative_squared_error
0.4087893408804221
root_relative_squared_error
0.3337750991485634
root_relative_squared_error
0.24030508641076267
root_relative_squared_error
0.5822614975429895
root_relative_squared_error
0.3361688323451996
root_relative_squared_error
0.3361688323451996
root_relative_squared_error
0.23770726097485423
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
8.480947999942146
usercpu_time_millis
8.64549999994324
usercpu_time_millis
8.73472299997502
usercpu_time_millis
8.242934000008972
usercpu_time_millis
8.73581500002274
usercpu_time_millis
9.274409999989075
usercpu_time_millis
9.193760000016482
usercpu_time_millis
8.03533399994194
usercpu_time_millis
8.253293000052508
usercpu_time_millis
8.425371999919662
usercpu_time_millis_testing
0.5428099999562619
usercpu_time_millis_testing
0.5467889999408726
usercpu_time_millis_testing
0.49144199999773264
usercpu_time_millis_testing
0.47200599999541737
usercpu_time_millis_testing
0.5013630000121339
usercpu_time_millis_testing
0.4730709999876126
usercpu_time_millis_testing
0.4973439999957918
usercpu_time_millis_testing
0.4924259999370406
usercpu_time_millis_testing
0.48937899998691137
usercpu_time_millis_testing
0.48156899993045954
usercpu_time_millis_training
7.938137999985884
usercpu_time_millis_training
8.098711000002368
usercpu_time_millis_training
8.243280999977287
usercpu_time_millis_training
7.770928000013555
usercpu_time_millis_training
8.234452000010606
usercpu_time_millis_training
8.801339000001462
usercpu_time_millis_training
8.69641600002069
usercpu_time_millis_training
7.5429080000049
usercpu_time_millis_training
7.763914000065597
usercpu_time_millis_training
7.943802999989202
wall_clock_time_millis
8.489847183227539
wall_clock_time_millis
8.65483283996582
wall_clock_time_millis
8.743047714233398
wall_clock_time_millis
8.250236511230469
wall_clock_time_millis
8.743047714233398
wall_clock_time_millis
9.283304214477539
wall_clock_time_millis
9.200811386108398
wall_clock_time_millis
8.044242858886719
wall_clock_time_millis
8.26263427734375
wall_clock_time_millis
8.433341979980469
wall_clock_time_millis_testing
0.545501708984375
wall_clock_time_millis_testing
0.5497932434082031
wall_clock_time_millis_testing
0.49424171447753906
wall_clock_time_millis_testing
0.4749298095703125
wall_clock_time_millis_testing
0.5042552947998047
wall_clock_time_millis_testing
0.4763603210449219
wall_clock_time_millis_testing
0.49996376037597656
wall_clock_time_millis_testing
0.4954338073730469
wall_clock_time_millis_testing
0.4925727844238281
wall_clock_time_millis_testing
0.4839897155761719
wall_clock_time_millis_training
7.944345474243164
wall_clock_time_millis_training
8.105039596557617
wall_clock_time_millis_training
8.24880599975586
wall_clock_time_millis_training
7.775306701660156
wall_clock_time_millis_training
8.238792419433594
wall_clock_time_millis_training
8.806943893432617
wall_clock_time_millis_training
8.700847625732422
wall_clock_time_millis_training
7.548809051513672
wall_clock_time_millis_training
7.770061492919922
wall_clock_time_millis_training
7.949352264404297