Run
538124

Run 538124

Task 3879 (Supervised Classification) vowel Uploaded 18-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_n.trees7168
classif.gbm(5)_interaction.depth4
classif.gbm(5)_shrinkage0.00839
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.

17 Evaluation measures

Area under ROC curve
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
943.3573
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0051
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4422
Cross-validation details (10-fold Crossvalidation)
Recall
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2472
Cross-validation details (10-fold Crossvalidation)