581506
1
Jan van Rijn
37
Supervised Classification
2228
weka.SMO_PolyKernel(11)
2869
weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
E
1.0
2082
C
250007
2082
C
1.0
2228
N
0
2228
L
0.001
2228
P
1.0E-12
2228
V
-1
2228
W
1
2228
K
weka.classifiers.functions.supportVector.PolyKernel
2228
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
2008798
description
https://api.openml.org/data/download/2008798/weka_generated_run3536313263708719113.xml
-1
2008800
model_readable
https://api.openml.org/data/download/2008800/WekaModel_weka.classifiers.functions.SMO4168003831424525962.model
-1
2008799
model_serialized
https://api.openml.org/data/download/2008799/WekaSerialized_weka.classifiers.functions.SMO2000708415891989149.model
-1
2008801
predictions
https://api.openml.org/data/download/2008801/weka_generated_predictions5840488660527349213.arff
area_under_roc_curve
0.712925 [0.712925,0.712925]
average_cost
0
f_measure
0.757652 [0.834264,0.614719]
kappa
0.454998
kb_relative_information_score
360.163756
mean_absolute_error
0.231771
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
os_information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.763553 [0.780488,0.731959]
predictive_accuracy
0.768229
prior_entropy
0.933487
recall
0.768229 [0.896,0.529851]
relative_absolute_error
0.509957
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.481426
root_relative_squared_error
1.010039
scimark_benchmark
1330.151152 [781.8201173257278, 938.6044973518967, 484.5405689113658, 1167.6793468286396, 3278.111227609291]
total_cost
0
usercpu_time_millis
30
usercpu_time_millis_testing
10
usercpu_time_millis_training
20
area_under_roc_curve
0.791852 [0.791852,0.791852]
area_under_roc_curve
0.633704 [0.633704,0.633704]
area_under_roc_curve
0.709259 [0.709259,0.709259]
area_under_roc_curve
0.645185 [0.645185,0.645185]
area_under_roc_curve
0.727778 [0.727778,0.727778]
area_under_roc_curve
0.81037 [0.81037,0.81037]
area_under_roc_curve
0.699259 [0.699259,0.699259]
area_under_roc_curve
0.739259 [0.739259,0.739259]
area_under_roc_curve
0.72 [0.72,0.72]
area_under_roc_curve
0.650769 [0.650769,0.650769]
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
0.816468 [0.862745,0.730769]
f_measure
0.68376 [0.788991,0.488889]
f_measure
0.754564 [0.833333,0.608696]
f_measure
0.699723 [0.814159,0.487805]
f_measure
0.770002 [0.841121,0.638298]
f_measure
0.830412 [0.871287,0.754717]
f_measure
0.742943 [0.82243,0.595745]
f_measure
0.78993 [0.864865,0.651163]
f_measure
0.77398 [0.854545,0.619048]
f_measure
0.69984 [0.792453,0.521739]
kappa
0.593821
kappa
0.289611
kappa
0.449126
kappa
0.326531
kappa
0.484443
kappa
0.626074
kappa
0.423789
kappa
0.527993
kappa
0.484746
kappa
0.319218
kb_relative_information_score
45.041882
kb_relative_information_score
24.43559
kb_relative_information_score
35.88353
kb_relative_information_score
29.014766
kb_relative_information_score
38.173118
kb_relative_information_score
47.33147
kb_relative_information_score
33.593942
kb_relative_information_score
42.752294
kb_relative_information_score
38.837346
kb_relative_information_score
25.099818
mean_absolute_error
0.181818
mean_absolute_error
0.298701
mean_absolute_error
0.233766
mean_absolute_error
0.272727
mean_absolute_error
0.220779
mean_absolute_error
0.168831
mean_absolute_error
0.246753
mean_absolute_error
0.194805
mean_absolute_error
0.210526
mean_absolute_error
0.289474
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.452427
mean_prior_absolute_error
0.452427
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
0.815944 [0.846154,0.76]
precision
0.687541 [0.728814,0.611111]
precision
0.76218 [0.775862,0.736842]
precision
0.724593 [0.730159,0.714286]
precision
0.775632 [0.789474,0.75]
precision
0.829954 [0.862745,0.769231]
precision
0.746708 [0.77193,0.7]
precision
0.817783 [0.786885,0.875]
precision
0.793311 [0.783333,0.8125]
precision
0.698684 [0.75,0.6]
predictive_accuracy
0.818182
predictive_accuracy
0.701299
predictive_accuracy
0.766234
predictive_accuracy
0.727273
predictive_accuracy
0.779221
predictive_accuracy
0.831169
predictive_accuracy
0.753247
predictive_accuracy
0.805195
predictive_accuracy
0.789474
predictive_accuracy
0.710526
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
recall
0.818182 [0.88,0.703704]
recall
0.701299 [0.86,0.407407]
recall
0.766234 [0.9,0.518519]
recall
0.727273 [0.92,0.37037]
recall
0.779221 [0.9,0.555556]
recall
0.831169 [0.88,0.740741]
recall
0.753247 [0.88,0.518519]
recall
0.805195 [0.96,0.518519]
recall
0.789474 [0.94,0.5]
recall
0.710526 [0.84,0.461538]
relative_absolute_error
0.3996
relative_absolute_error
0.656485
relative_absolute_error
0.513771
relative_absolute_error
0.599399
relative_absolute_error
0.485228
relative_absolute_error
0.371057
relative_absolute_error
0.542314
relative_absolute_error
0.428142
relative_absolute_error
0.465327
relative_absolute_error
0.639825
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.47447
root_mean_prior_squared_error
0.47447
root_mean_squared_error
0.426401
root_mean_squared_error
0.546536
root_mean_squared_error
0.483494
root_mean_squared_error
0.522233
root_mean_squared_error
0.469871
root_mean_squared_error
0.410891
root_mean_squared_error
0.496743
root_mean_squared_error
0.441367
root_mean_squared_error
0.458831
root_mean_squared_error
0.538028
root_relative_squared_error
0.893595
root_relative_squared_error
1.145357
root_relative_squared_error
1.013242
root_relative_squared_error
1.094426
root_relative_squared_error
0.984694
root_relative_squared_error
0.86109
root_relative_squared_error
1.041007
root_relative_squared_error
0.924959
root_relative_squared_error
0.96704
root_relative_squared_error
1.133955
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
70
usercpu_time_millis
40
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
70
usercpu_time_millis_training
40
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10