Run
521661

Run 521661

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

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(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
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9854.876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0023
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
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1304
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.326
UserCPU time millis testing
3.867
UserCPU time millis training
0.459