Run
518595

Run 518595

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

classif.neuralnet(3)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(3)_err.fctce
classif.neuralnet(3)_seed1
classif.neuralnet(3)_kindMersenne-Twister
classif.neuralnet(3)_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
0.727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2256.0485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2241
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
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5403
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0396
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
46.533
UserCPU time millis testing
0.015
UserCPU time millis training
46.518