Run
521673

Run 521673

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(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
0.5098
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2781.7624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1599
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3999
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0853
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.237
UserCPU time millis testing
0.031
UserCPU time millis training
2.206