Run
572587

Run 572587

Task 9977 (Supervised Classification) nomao Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(8)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(8)_fitFALSE
classif.ksvm(8)_openml.seed1
classif.ksvm(8)_openml.kindMersenne-Twister
classif.ksvm(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30898.6712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1973
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4368
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1311.392
UserCPU time millis testing
23.988
UserCPU time millis training
1287.404