Run
521663

Run 521663

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

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7863.5918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0467
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
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5864
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.792
UserCPU time millis testing
0.096
UserCPU time millis training
2.696