Run
540305

Run 540305

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees5853
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.000688
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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.

17 Evaluation measures

Area under ROC curve
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8458.2739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0334
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
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4962
Cross-validation details (10-fold Crossvalidation)