Run
521690

Run 521690

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

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(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
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3570.5244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3015
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
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.6985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.11
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4901
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.638
UserCPU time millis testing
0.058
UserCPU time millis training
4.58