1665052
1
Jan van Rijn
43
Supervised Classification
1965
weka.VotedPerceptron(5)
2885
weka.classifiers.functions.VotedPerceptron -- -I 1 -E 1.0 -S 1 -M 10000
I
1
1965
E
1.0
1965
S
1
1965
M
10000
1965
weka
weka_3.7.13
44
spambase
https://www.openml.org/data/download/44/dataset_44_spambase.arff
-1
4226782
description
https://api.openml.org/data/download/4226782/weka_generated_run944162621531191519.xml
-1
4226785
model_readable
https://api.openml.org/data/download/4226785/WekaModel_weka.classifiers.functions.VotedPerceptron2879912845134907892.model
-1
4226784
model_serialized
https://api.openml.org/data/download/4226784/WekaSerialized_weka.classifiers.functions.VotedPerceptron209452769160984940.model
-1
4226783
predictions
https://api.openml.org/data/download/4226783/weka_generated_predictions5583132935618166079.arff
area_under_roc_curve
0.575008 [0.575008,0.575008]
average_cost
0
f_measure
0.410943 [0.287186,0.601254]
kappa
0.121782
kb_relative_information_score
-425.066537
mean_absolute_error
0.511439
mean_prior_absolute_error
0.477557
number_of_instances
4601 [2788,1813]
precision
0.730885 [0.923977,0.433953]
predictive_accuracy
0.488589
prior_entropy
0.967389
recall
0.488589 [0.170014,0.978489]
relative_absolute_error
1.070949
root_mean_prior_squared_error
0.488645
root_mean_squared_error
0.715029
root_relative_squared_error
1.46329
total_cost
0
area_under_roc_curve
0.582043 [0.582043,0.582043]
area_under_roc_curve
0.545814 [0.545814,0.545814]
area_under_roc_curve
0.542928 [0.542928,0.542928]
area_under_roc_curve
0.543011 [0.543011,0.543011]
area_under_roc_curve
0.577299 [0.577299,0.577299]
area_under_roc_curve
0.545367 [0.545367,0.545367]
area_under_roc_curve
0.584229 [0.584229,0.584229]
area_under_roc_curve
0.657449 [0.657449,0.657449]
area_under_roc_curve
0.602576 [0.602576,0.602576]
area_under_roc_curve
0.568645 [0.568645,0.568645]
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
0.423848 [0.305389,0.605442]
f_measure
0.339917 [0.176471,0.589577]
f_measure
0.347885 [0.192308,0.585526]
f_measure
0.32694 [0.158416,0.58671]
f_measure
0.42533 [0.312684,0.598967]
f_measure
0.361103 [0.214511,0.587065]
f_measure
0.414683 [0.288344,0.609428]
f_measure
0.565046 [0.510417,0.649254]
f_measure
0.461953 [0.363112,0.614311]
f_measure
0.404482 [0.282282,0.592845]
kappa
0.132475
kappa
0.074062
kappa
0.069782
kappa
0.068959
kappa
0.124775
kappa
0.080856
kappa
0.137505
kappa
0.267429
kappa
0.164502
kappa
0.106528
kb_relative_information_score
-34.509289
kb_relative_information_score
-77.781042
kb_relative_information_score
-78.248217
kb_relative_information_score
-84.830176
kb_relative_information_score
-37.840994
kb_relative_information_score
-72.005066
kb_relative_information_score
-35.704934
kb_relative_information_score
58.116111
kb_relative_information_score
-11.670618
kb_relative_information_score
-50.592312
mean_absolute_error
0.503518
mean_absolute_error
0.547826
mean_absolute_error
0.548411
mean_absolute_error
0.554348
mean_absolute_error
0.506522
mean_absolute_error
0.54129
mean_absolute_error
0.504348
mean_absolute_error
0.40892
mean_absolute_error
0.479747
mean_absolute_error
0.519475
mean_prior_absolute_error
0.477715
mean_prior_absolute_error
0.477897
mean_prior_absolute_error
0.477897
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
number_of_instances
461 [279,182]
number_of_instances
460 [278,182]
number_of_instances
460 [278,182]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
precision
0.734278 [0.927273,0.438424]
precision
0.748535 [0.964286,0.418981]
precision
0.698568 [0.882353,0.41784]
precision
0.769869 [1,0.415138]
precision
0.706924 [0.883333,0.435]
precision
0.707714 [0.894737,0.419431]
precision
0.778966 [1,0.438257]
precision
0.758947 [0.933333,0.490141]
precision
0.738588 [0.926471,0.44898]
precision
0.696532 [0.87037,0.428571]
predictive_accuracy
0.496746
predictive_accuracy
0.452174
predictive_accuracy
0.452174
predictive_accuracy
0.445652
predictive_accuracy
0.493478
predictive_accuracy
0.458696
predictive_accuracy
0.495652
predictive_accuracy
0.591304
predictive_accuracy
0.519565
predictive_accuracy
0.480435
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
recall
0.496746 [0.182796,0.978022]
recall
0.452174 [0.097122,0.994505]
recall
0.452174 [0.107914,0.978022]
recall
0.445652 [0.086022,1]
recall
0.493478 [0.189964,0.961326]
recall
0.458696 [0.121864,0.977901]
recall
0.495652 [0.168459,1]
recall
0.591304 [0.351254,0.961326]
recall
0.519565 [0.225806,0.972376]
recall
0.480435 [0.168459,0.961326]
relative_absolute_error
1.054012
relative_absolute_error
1.146326
relative_absolute_error
1.14755
relative_absolute_error
1.161092
relative_absolute_error
1.06092
relative_absolute_error
1.133742
relative_absolute_error
1.056366
relative_absolute_error
0.856491
relative_absolute_error
1.004839
relative_absolute_error
1.088049
root_mean_prior_squared_error
0.488807
root_mean_prior_squared_error
0.488993
root_mean_prior_squared_error
0.488993
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_squared_error
0.709426
root_mean_squared_error
0.740153
root_mean_squared_error
0.740259
root_mean_squared_error
0.744545
root_mean_squared_error
0.711703
root_mean_squared_error
0.735714
root_mean_squared_error
0.710175
root_mean_squared_error
0.639147
root_mean_squared_error
0.692258
root_mean_squared_error
0.720666
root_relative_squared_error
1.451341
root_relative_squared_error
1.513627
root_relative_squared_error
1.513844
root_relative_squared_error
1.524078
root_relative_squared_error
1.456851
root_relative_squared_error
1.506001
root_relative_squared_error
1.453721
root_relative_squared_error
1.308328
root_relative_squared_error
1.417047
root_relative_squared_error
1.475198
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