1810692
1
Jan van Rijn
3481
Supervised Classification
2254
weka.LibSVM(7)
8981
weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model /vol/home/rijnjnvan/apps/weka-3-7-13/D:\Weka-3-7 -seed 1
S
0
2254
K
2
2254
D
3
2254
G
0.0
2254
R
0.0
2254
C
1.0
2254
N
0.5
2254
P
0.1
2254
M
40.0
2254
E
0.001
2254
model
/vol/home/rijnjnvan/apps/weka-3-7-13/D:\Weka-3-7
2254
seed
1
2254
weka
weka_3.7.13
300
isolet
https://www.openml.org/data/download/52405/phpB0xrNj
-1
4536048
description
https://api.openml.org/data/download/4536048/weka_generated_run3219020847093670005.xml
-1
4536051
model_readable
https://api.openml.org/data/download/4536051/WekaModel_weka.classifiers.functions.LibSVM2793571352133919335.model
-1
4536050
model_serialized
https://api.openml.org/data/download/4536050/WekaSerialized_weka.classifiers.functions.LibSVM3521900290282536624.model
-1
4536049
predictions
https://api.openml.org/data/download/4536049/weka_generated_predictions1877438475229213276.arff
area_under_roc_curve
0.976725 [0.992733,0.963199,0.994333,0.961333,0.958333,0.978932,0.969133,0.993333,0.9948,0.992666,0.981267,0.996133,0.969505,0.942266,0.986533,0.937399,0.9996,0.9998,0.9812,0.9306,0.986533,0.933599,0.997533,0.988067,0.996667,0.969333]
average_cost
0
f_measure
0.95522 [0.978512,0.886076,0.978583,0.914474,0.918469,0.956522,0.947899,0.993289,0.99,0.976898,0.971429,0.983498,0.921569,0.914089,0.983165,0.875622,0.990099,0.995025,0.969799,0.90087,0.983165,0.896907,0.978723,0.981575,0.996656,0.952703]
kappa
0.953449
kb_relative_information_score
7443.797824
mean_absolute_error
0.003443
mean_prior_absolute_error
0.073964
number_of_instances
7797 [300,300,300,300,300,298,300,300,300,300,300,300,299,300,300,300,300,300,300,300,300,300,300,300,300,300]
precision
0.955805 [0.970492,0.843373,0.967427,0.902597,0.916944,0.953333,0.955932,1,0.99,0.96732,0.979661,0.973856,0.900958,0.943262,0.993197,0.871287,0.980392,0.990099,0.976351,0.941818,0.993197,0.925532,0.961415,0.986532,1,0.965753]
predictive_accuracy
0.955239
prior_entropy
4.700438
recall
0.955239 [0.986667,0.933333,0.99,0.926667,0.92,0.959732,0.94,0.986667,0.99,0.986667,0.963333,0.993333,0.943144,0.886667,0.973333,0.88,1,1,0.963333,0.863333,0.973333,0.87,0.996667,0.976667,0.993333,0.94]
relative_absolute_error
0.046551
root_mean_prior_squared_error
0.192308
root_mean_squared_error
0.058678
root_relative_squared_error
0.305127
total_cost
0
area_under_roc_curve
0.974 [0.982667,0.964667,0.982,0.978,0.932,0.982667,0.95,0.983333,1,0.999333,0.965333,0.999333,0.948667,0.965333,0.983333,0.932,0.999333,1,0.999333,0.914,0.983333,0.965333,0.999333,0.966,1,0.948667]
area_under_roc_curve
0.974667 [0.981333,0.946,1,0.998,0.980667,0.998,0.982667,0.983333,0.982667,0.998667,0.966,0.998667,0.982,0.966,0.966667,0.864,1,0.999333,0.95,0.949333,0.983333,0.898667,0.999333,0.983333,1,0.983333]
area_under_roc_curve
0.974667 [0.998667,0.980667,0.998667,0.930667,0.947333,0.982667,0.95,0.983333,0.983333,0.983333,0.966667,0.983333,0.998667,0.949333,0.999333,0.93,1,0.999333,0.982667,0.912667,1,0.948,0.999333,0.983333,1,0.95]
area_under_roc_curve
0.979333 [1,0.98,0.999333,0.965333,0.983333,0.982667,0.980667,0.983333,1,0.983333,0.999333,0.983333,0.963333,0.915333,0.999333,0.914,1,1,0.982667,0.916667,1,0.933333,0.999333,0.999333,1,0.998667]
area_under_roc_curve
0.972 [0.998667,0.943333,0.982667,0.964,0.931333,0.964,0.998667,1,1,0.982667,0.983333,1,0.981333,0.932667,1,0.948667,0.999333,1,0.932667,0.932667,0.982667,0.882667,0.982,0.983333,1,0.965333]
area_under_roc_curve
0.981333 [1,0.981333,0.999333,0.965333,0.982667,0.966,0.982667,1,1,1,1,0.999333,0.947333,0.932,0.983333,0.914667,1,1,0.999333,0.916,1,0.964,0.999333,0.982667,1,0.999333]
area_under_roc_curve
0.978667 [0.983333,0.982,0.999333,0.966,0.948667,0.966667,0.998667,1,0.999333,0.999333,0.982667,0.999333,0.93,0.914667,0.983333,0.947333,0.999333,1,1,0.966,0.966667,0.965333,0.998,0.999333,0.983333,0.966667]
area_under_roc_curve
0.975973 [0.999332,0.945327,0.983333,0.931331,0.931331,0.982666,0.949332,1,1,0.999332,1,0.999332,0.996,0.883333,0.983333,0.99733,1,1,0.982666,0.932666,0.999332,0.899332,0.999332,1,1,0.981331]
area_under_roc_curve
0.975968 [1,0.945327,1,0.931998,0.963329,0.982759,0.965999,1,0.983333,0.982666,0.982666,0.999332,0.982666,0.981998,0.983333,0.960659,0.998665,0.999332,1,0.883333,0.966667,0.931998,0.999332,1,1,0.95]
area_under_roc_curve
0.980643 [0.983333,0.963329,0.998665,0.982666,0.982666,0.981425,0.932666,1,0.999332,0.997997,0.966667,0.999332,0.965999,0.981998,0.983333,0.965332,0.999332,1,0.982666,0.982666,0.983333,0.94733,1,0.983333,0.983333,0.95]
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
0.950101 [0.966667,0.918033,0.95082,0.865672,0.896552,0.966667,0.947368,0.983051,1,0.983607,0.933333,0.983607,0.915254,0.933333,0.983051,0.896552,0.983607,1,0.983607,0.847458,0.983051,0.933333,0.983607,0.949153,1,0.915254]
f_measure
0.950852 [0.935484,0.857143,1,0.952381,0.920635,0.952381,0.966667,0.983051,0.966667,0.967742,0.949153,0.967742,0.95082,0.949153,0.965517,0.785714,1,0.983607,0.947368,0.931034,0.983051,0.857143,0.983607,0.983051,1,0.983051]
f_measure
0.951485 [0.967742,0.920635,0.967742,0.866667,0.885246,0.966667,0.947368,0.983051,0.983051,0.983051,0.965517,0.983051,0.967742,0.931034,0.983607,0.852459,1,0.983607,0.966667,0.819672,1,0.9,0.983607,0.983051,1,0.947368]
f_measure
0.960105 [1,0.90625,0.983607,0.933333,0.983051,0.966667,0.920635,0.983051,1,0.983051,0.983607,0.983051,0.888889,0.877193,0.983607,0.847458,1,1,0.966667,0.909091,1,0.928571,0.983607,0.983607,1,0.967742]
f_measure
0.946252 [0.967742,0.80597,0.966667,0.903226,0.881356,0.903226,0.967742,1,1,0.966667,0.983051,1,0.935484,0.912281,1,0.915254,0.983607,1,0.912281,0.912281,0.966667,0.851852,0.95082,0.983051,1,0.933333]
f_measure
0.963808 [1,0.935484,0.983607,0.933333,0.966667,0.949153,0.966667,1,1,1,1,0.983607,0.885246,0.896552,0.983051,0.862069,1,1,0.983607,0.892857,1,0.903226,0.983607,0.966667,1,0.983607]
f_measure
0.958908 [0.983051,0.95082,0.983607,0.949153,0.915254,0.965517,0.967742,1,0.983607,0.983607,0.966667,0.983607,0.852459,0.862069,0.983051,0.885246,0.983607,1,1,0.949153,0.965517,0.933333,0.952381,0.983607,0.983051,0.965517]
f_measure
0.953412 [0.983607,0.84375,0.983051,0.881356,0.881356,0.966667,0.931034,1,1,0.983607,1,0.983607,0.90625,0.867925,0.983051,0.9375,1,1,0.966667,0.912281,0.983607,0.872727,0.983607,1,1,0.935484]
f_measure
0.954174 [1,0.84375,1,0.896552,0.888889,0.982456,0.949153,1,0.983051,0.966667,0.966667,0.983607,0.966667,0.95082,0.983051,0.835821,0.967742,0.983607,1,0.867925,0.965517,0.896552,0.983607,1,1,0.947368]
f_measure
0.962888 [0.983051,0.888889,0.967742,0.966667,0.966667,0.949153,0.912281,1,0.983607,0.952381,0.965517,0.983607,0.949153,0.95082,0.983051,0.933333,0.983607,1,0.966667,0.966667,0.983051,0.885246,1,0.983051,0.983051,0.947368]
kappa
0.948
kappa
0.949333
kappa
0.949333
kappa
0.958667
kappa
0.944
kappa
0.962667
kappa
0.957333
kappa
0.951939
kappa
0.951938
kappa
0.961284
kb_relative_information_score
740.530483
kb_relative_information_score
741.546334
kb_relative_information_score
741.54535
kb_relative_information_score
748.626866
kb_relative_information_score
737.494704
kb_relative_information_score
751.659696
kb_relative_information_score
747.611015
kb_relative_information_score
742.568297
kb_relative_information_score
742.566291
kb_relative_information_score
749.648787
mean_absolute_error
0.003846
mean_absolute_error
0.003748
mean_absolute_error
0.003748
mean_absolute_error
0.003057
mean_absolute_error
0.004142
mean_absolute_error
0.002761
mean_absolute_error
0.003156
mean_absolute_error
0.003555
mean_absolute_error
0.003555
mean_absolute_error
0.002864
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
mean_prior_absolute_error
0.073964
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
779 [30,30,30,30,30,30,30,30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
precision
0.95159 [0.966667,0.903226,0.935484,0.783784,0.928571,0.966667,1,1,1,0.967742,0.933333,0.967742,0.931034,0.933333,1,0.928571,0.967742,1,0.967742,0.862069,1,0.933333,0.967742,0.965517,1,0.931034]
precision
0.95251 [0.90625,0.818182,1,0.909091,0.878788,0.909091,0.966667,1,0.966667,0.9375,0.965517,0.9375,0.935484,0.965517,1,0.846154,1,0.967742,1,0.964286,1,0.923077,0.967742,1,1,1]
precision
0.952882 [0.9375,0.878788,0.9375,0.866667,0.870968,0.966667,1,1,1,1,1,1,0.9375,0.964286,0.967742,0.83871,1,0.967742,0.966667,0.806452,1,0.9,0.967742,1,1,1]
precision
0.961965 [1,0.852941,0.967742,0.933333,1,0.966667,0.878788,1,1,1,0.967742,1,0.848485,0.925926,0.967742,0.862069,1,1,0.966667,1,1,1,0.967742,0.967742,1,0.9375]
precision
0.948936 [0.9375,0.72973,0.966667,0.875,0.896552,0.875,0.9375,1,1,0.966667,1,1,0.90625,0.962963,1,0.931034,0.967742,1,0.962963,0.962963,0.966667,0.958333,0.935484,1,1,0.933333]
precision
0.964336 [1,0.90625,0.967742,0.933333,0.966667,0.965517,0.966667,1,1,1,1,0.967742,0.870968,0.928571,1,0.892857,1,1,0.967742,0.961538,1,0.875,0.967742,0.966667,1,0.967742]
precision
0.959736 [1,0.935484,0.967742,0.965517,0.931034,1,0.9375,1,0.967742,0.967742,0.966667,0.967742,0.83871,0.892857,1,0.870968,0.967742,1,1,0.965517,1,0.933333,0.909091,0.967742,1,1]
precision
0.95646 [0.967742,0.794118,1,0.896552,0.896552,0.966667,0.964286,1,1,0.967742,1,0.967742,0.828571,1,1,0.882353,1,1,0.966667,0.962963,0.967742,0.96,0.967742,1,1,0.90625]
precision
0.95757 [1,0.794118,1,0.928571,0.848485,1,0.965517,1,1,0.966667,0.966667,0.967742,0.966667,0.935484,1,0.756757,0.9375,0.967742,1,1,1,0.928571,0.967742,1,1,1]
precision
0.964138 [1,0.848485,0.9375,0.966667,0.966667,0.933333,0.962963,1,0.967742,0.909091,1,0.967742,0.965517,0.935484,1,0.933333,0.967742,1,0.966667,0.966667,1,0.870968,1,1,1,1]
predictive_accuracy
0.95
predictive_accuracy
0.951282
predictive_accuracy
0.951282
predictive_accuracy
0.960256
predictive_accuracy
0.946154
predictive_accuracy
0.964103
predictive_accuracy
0.958974
predictive_accuracy
0.953787
predictive_accuracy
0.953787
predictive_accuracy
0.962773
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
prior_entropy
4.700438
recall
0.95 [0.966667,0.933333,0.966667,0.966667,0.866667,0.966667,0.9,0.966667,1,1,0.933333,1,0.9,0.933333,0.966667,0.866667,1,1,1,0.833333,0.966667,0.933333,1,0.933333,1,0.9]
recall
0.951282 [0.966667,0.9,1,1,0.966667,1,0.966667,0.966667,0.966667,1,0.933333,1,0.966667,0.933333,0.933333,0.733333,1,1,0.9,0.9,0.966667,0.8,1,0.966667,1,0.966667]
recall
0.951282 [1,0.966667,1,0.866667,0.9,0.966667,0.9,0.966667,0.966667,0.966667,0.933333,0.966667,1,0.9,1,0.866667,1,1,0.966667,0.833333,1,0.9,1,0.966667,1,0.9]
recall
0.960256 [1,0.966667,1,0.933333,0.966667,0.966667,0.966667,0.966667,1,0.966667,1,0.966667,0.933333,0.833333,1,0.833333,1,1,0.966667,0.833333,1,0.866667,1,1,1,1]
recall
0.946154 [1,0.9,0.966667,0.933333,0.866667,0.933333,1,1,1,0.966667,0.966667,1,0.966667,0.866667,1,0.9,1,1,0.866667,0.866667,0.966667,0.766667,0.966667,0.966667,1,0.933333]
recall
0.964103 [1,0.966667,1,0.933333,0.966667,0.933333,0.966667,1,1,1,1,1,0.9,0.866667,0.966667,0.833333,1,1,1,0.833333,1,0.933333,1,0.966667,1,1]
recall
0.958974 [0.966667,0.966667,1,0.933333,0.9,0.933333,1,1,1,1,0.966667,1,0.866667,0.833333,0.966667,0.9,1,1,1,0.933333,0.933333,0.933333,1,1,0.966667,0.933333]
recall
0.953787 [1,0.9,0.966667,0.866667,0.866667,0.966667,0.9,1,1,1,1,1,1,0.766667,0.966667,1,1,1,0.966667,0.866667,1,0.8,1,1,1,0.966667]
recall
0.953787 [1,0.9,1,0.866667,0.933333,0.965517,0.933333,1,0.966667,0.966667,0.966667,1,0.966667,0.966667,0.966667,0.933333,1,1,1,0.766667,0.933333,0.866667,1,1,1,0.9]
recall
0.962773 [0.966667,0.933333,1,0.966667,0.966667,0.965517,0.866667,1,1,1,0.933333,1,0.933333,0.966667,0.966667,0.933333,1,1,0.966667,0.966667,0.966667,0.9,1,0.966667,0.966667,0.9]
relative_absolute_error
0.052
relative_absolute_error
0.050667
relative_absolute_error
0.050667
relative_absolute_error
0.041333
relative_absolute_error
0.056
relative_absolute_error
0.037333
relative_absolute_error
0.042667
relative_absolute_error
0.048062
relative_absolute_error
0.048062
relative_absolute_error
0.038716
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_prior_squared_error
0.192308
root_mean_squared_error
0.062017
root_mean_squared_error
0.061217
root_mean_squared_error
0.061217
root_mean_squared_error
0.055292
root_mean_squared_error
0.064358
root_mean_squared_error
0.052548
root_mean_squared_error
0.056177
root_mean_squared_error
0.059623
root_mean_squared_error
0.059623
root_mean_squared_error
0.053513
root_relative_squared_error
0.32249
root_relative_squared_error
0.318329
root_relative_squared_error
0.318329
root_relative_squared_error
0.287518
root_relative_squared_error
0.334664
root_relative_squared_error
0.273252
root_relative_squared_error
0.292119
root_relative_squared_error
0.310038
root_relative_squared_error
0.310038
root_relative_squared_error
0.278267
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