Run
521613

Run 521613

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

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(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
0.6935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4372
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4186.8437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
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
0.4963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.4661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6048
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0998
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
71.021
UserCPU time millis testing
0.484
UserCPU time millis training
70.537