Run
523783

Run 523783

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.6652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21183.99
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.664
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1524
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4521.114
UserCPU time millis testing
294.191
UserCPU time millis training
4226.923