Run
518591

Run 518591

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

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(5)_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
0.6663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1886.9948
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2504
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
0.7367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0988
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.622
UserCPU time millis testing
0.031
UserCPU time millis training
0.591