Run
518596

Run 518596

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

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(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
0.7011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1988.3546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2432
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
0.7542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0829
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.111
UserCPU time millis testing
0.125
UserCPU time millis training
0.986