8883053
4826
T van Diessen
167132
Supervised Classification
area_under_roc_curve
7861
sklearn.pipeline.Pipeline(Classifier=sklearn.svm.classes.SVC)(1)
6833681
C
1.0
7650
cache_size
200
7650
class_weight
null
7650
coef0
0.0
7650
decision_function_shape
"ovr"
7650
degree
3
7650
gamma
"auto"
7650
kernel
"linear"
7650
max_iter
-1
7650
probability
false
7650
random_state
55926
7650
shrinking
true
7650
tol
0.001
7650
verbose
false
7650
memory
null
7861
openml-python
Sklearn_0.19.1.
40910
Speech
https://www.openml.org/data/download/16787473/phpznF975
-1
18681849
description
https://api.openml.org/data/download/18681849/description.xml
-1
18681850
predictions
https://api.openml.org/data/download/18681850/predictions.arff
area_under_roc_curve
0.6294132278123233 [0.629413,0.629413]
average_cost
0
f_measure
0.9714058052656472 [0.983938,0.226667]
kappa
0.21117551776430815
kb_relative_information_score
-1935.6958360442486
mean_absolute_error
0.031470428648941944
mean_prior_absolute_error
0.03280396128636082
number_of_instances
3686 [3625,61]
precision
0.9745819798556697 [0.987768,0.191011]
predictive_accuracy
0.9685295713510581
prior_entropy
0.1231413868023578
recall
0.9685295713510581 [0.980138,0.278689]
relative_absolute_error
0.959348426680002
root_mean_prior_squared_error
0.1275746863186314
root_mean_squared_error
0.17739906608813347
root_relative_squared_error
1.3905506743325267
total_cost
0
area_under_roc_curve
0.5778236914600551 [0.577824,0.577824]
area_under_roc_curve
0.825068870523416 [0.825069,0.825069]
area_under_roc_curve
0.5709366391184573 [0.570937,0.570937]
area_under_roc_curve
0.737603305785124 [0.737603,0.737603]
area_under_roc_curve
0.6556473829201102 [0.655647,0.655647]
area_under_roc_curve
0.6400947119179163 [0.640095,0.640095]
area_under_roc_curve
0.6542357274401474 [0.654236,0.654236]
area_under_roc_curve
0.5736648250460405 [0.573665,0.573665]
area_under_roc_curve
0.5722836095764272 [0.572284,0.572284]
area_under_roc_curve
0.48618784530386744 [0.486188,0.486188]
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
0.9745178832306016 [0.98762,0.181818]
f_measure
0.980969754295881 [0.98892,0.5]
f_measure
0.9666970700177916 [0.980609,0.125]
f_measure
0.9727642276422765 [0.983333,0.333333]
f_measure
0.9714546314438213 [0.98338,0.25]
f_measure
0.9784821069418647 [0.990371,0.363636]
f_measure
0.9697460952089613 [0.981919,0.235294]
f_measure
0.9696753324959997 [0.98338,0.142857]
f_measure
0.9681330277995539 [0.981969,0.133333]
f_measure
0.9618357487922704 [0.977778,0]
kappa
0.1695423855963991
kappa
0.4896265560165969
kappa
0.10684647302904521
kappa
0.31855955678670395
kappa
0.23443983402489665
kappa
0.35473394953784715
kappa
0.21881123448726364
kappa
0.126582278481011
kappa
0.1160384331116037
kappa
-0.020804438280165823
kb_relative_information_score
-73.28596389821422
kb_relative_information_score
-25.220187521767404
kb_relative_information_score
-313.614845780447
kb_relative_information_score
-217.48329302755377
kb_relative_information_score
-217.48329302755377
kb_relative_information_score
70.51410268081115
kb_relative_information_score
-265.7477006791576
kb_relative_information_score
-217.68192430271108
kb_relative_information_score
-265.7477006791576
kb_relative_information_score
-409.94502980849734
mean_absolute_error
0.024390243902439025
mean_absolute_error
0.02168021680216802
mean_absolute_error
0.037940379403794036
mean_absolute_error
0.032520325203252036
mean_absolute_error
0.032520325203252036
mean_absolute_error
0.018970189701897018
mean_absolute_error
0.035326086956521736
mean_absolute_error
0.03260869565217391
mean_absolute_error
0.035326086956521736
mean_absolute_error
0.043478260869565216
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03514364319348176
mean_prior_absolute_error
0.032567433745166394
mean_prior_absolute_error
0.032567433745166394
mean_prior_absolute_error
0.032567433745166394
mean_prior_absolute_error
0.032567433745166394
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [362,7]
number_of_instances
368 [362,6]
number_of_instances
368 [362,6]
number_of_instances
368 [362,6]
number_of_instances
368 [362,6]
precision
0.973478960064326 [0.986264,0.2]
precision
0.9847634576624318 [0.994429,0.4]
precision
0.9716647417170551 [0.986072,0.1]
precision
0.9795381567261051 [0.991597,0.25]
precision
0.9760309803655138 [0.988858,0.2]
precision
0.9770761406244198 [0.986301,0.5]
precision
0.9756382790270257 [0.988796,0.181818]
precision
0.9720712560386474 [0.986111,0.125]
precision
0.9718067498284285 [0.986072,0.111111]
precision
0.9672091328637357 [0.98324,0]
predictive_accuracy
0.975609756097561
predictive_accuracy
0.9783197831978321
predictive_accuracy
0.962059620596206
predictive_accuracy
0.967479674796748
predictive_accuracy
0.967479674796748
predictive_accuracy
0.981029810298103
predictive_accuracy
0.9646739130434783
predictive_accuracy
0.967391304347826
predictive_accuracy
0.9646739130434783
predictive_accuracy
0.9565217391304348
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
recall
0.975609756097561 [0.988981,0.166667]
recall
0.978319783197832 [0.983471,0.666667]
recall
0.962059620596206 [0.975207,0.166667]
recall
0.967479674796748 [0.975207,0.5]
recall
0.967479674796748 [0.977961,0.333333]
recall
0.981029810298103 [0.994475,0.285714]
recall
0.9646739130434783 [0.975138,0.333333]
recall
0.967391304347826 [0.980663,0.166667]
recall
0.9646739130434783 [0.977901,0.166667]
recall
0.9565217391304348 [0.972376,0]
relative_absolute_error
0.7498983326555526
relative_absolute_error
0.6665762956938245
relative_absolute_error
1.1665085174641927
relative_absolute_error
0.9998644435407368
relative_absolute_error
0.9998644435407368
relative_absolute_error
0.5397900723455871
relative_absolute_error
1.0847058823529434
relative_absolute_error
1.001266968325794
relative_absolute_error
1.0847058823529434
relative_absolute_error
1.3350226244343917
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.1364367344098403
root_mean_prior_squared_error
0.12664427759715768
root_mean_prior_squared_error
0.12664427759715768
root_mean_prior_squared_error
0.12664427759715768
root_mean_prior_squared_error
0.12664427759715768
root_mean_squared_error
0.15617376188860607
root_mean_squared_error
0.14724203476646205
root_mean_squared_error
0.19478290326359252
root_mean_squared_error
0.18033392693348646
root_mean_squared_error
0.18033392693348646
root_mean_squared_error
0.13773231175688955
root_mean_squared_error
0.18795235288902806
root_mean_squared_error
0.1805787796286538
root_mean_squared_error
0.18795235288902806
root_mean_squared_error
0.20851441405707477
root_relative_squared_error
1.2348135227484394
root_relative_squared_error
1.1641933539150275
root_relative_squared_error
1.5400830462266837
root_relative_squared_error
1.425839839515603
root_relative_squared_error
1.425839839515603
root_relative_squared_error
1.0094958102937108
root_relative_squared_error
1.4840966876283586
root_relative_squared_error
1.425873975949045
root_relative_squared_error
1.4840966876283586
root_relative_squared_error
1.6464574476893261
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
562.5
usercpu_time_millis
609.375
usercpu_time_millis
656.25
usercpu_time_millis
625
usercpu_time_millis
546.875
usercpu_time_millis
593.75
usercpu_time_millis
546.875
usercpu_time_millis
546.875
usercpu_time_millis
578.125
usercpu_time_millis
640.625
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_training
515.625
usercpu_time_millis_training
562.5
usercpu_time_millis_training
625
usercpu_time_millis_training
562.5
usercpu_time_millis_training
500
usercpu_time_millis_training
546.875
usercpu_time_millis_training
515.625
usercpu_time_millis_training
500
usercpu_time_millis_training
531.25
usercpu_time_millis_training
593.75