Run
521657

Run 521657

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

classif.hdrda(4)Learner classif.hdrda from package(s) sparsediscrim.
classif.hdrda(4)_seed1
classif.hdrda(4)_kindMersenne-Twister
classif.hdrda(4)_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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7868.0969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0466
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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1715
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5857
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
102.056
UserCPU time millis testing
17.042
UserCPU time millis training
85.014