Run
521670

Run 521670

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

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8377.1809
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0352
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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1877
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5094
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.149
UserCPU time millis testing
0.057
UserCPU time millis training
3.092