Run
542565

Run 542565

Task 2382 (Supervised Classification) wine Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees1061
classif.gbm(6)_shrinkage0.0122
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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.439
Cross-validation details (10-fold Crossvalidation)
Number of instances
178
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1848
Cross-validation details (10-fold Crossvalidation)