Run
521639

Run 521639

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9276
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9188.3261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0161
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1962
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4055
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.073
UserCPU time millis testing
0.047
UserCPU time millis training
3.026