Run
518586

Run 518586

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.8132
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6324
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3282.6416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8534
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.523
UserCPU time millis testing
1.48
UserCPU time millis training
8.043