Run
518611

Run 518611

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

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(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
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2383.3981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.215
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
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0183
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
187.407
UserCPU time millis testing
0.304
UserCPU time millis training
187.103