Run
521674

Run 521674

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

classif.nodeHarvest(5)Learner classif.nodeHarvest from package(s) nodeHarvest.
classif.nodeHarvest(5)_seed1
classif.nodeHarvest(5)_kindMersenne-Twister
classif.nodeHarvest(5)_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
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7142.7649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0627
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
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6798
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
477.106
UserCPU time millis testing
0.263
UserCPU time millis training
476.843