OpenML
521637

Run 521637

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

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6540.4035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0707
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
0.6799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.6818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8491
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.584
UserCPU time millis testing
0.045
UserCPU time millis training
1.539