Run
496739

Run 496739

Task 3647 (Supervised Classification) rabe_266 Uploaded 03-12-2015 by Rafael Gomes Mantovani
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Flow

classif.gbm(1)Learner classif.gbm from package(s) gbm.
classif.gbm(1)_seed1
classif.gbm(1)_kindMersenne-Twister
classif.gbm(1)_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
0.9272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4678
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4689
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.939
Cross-validation details (10-fold Crossvalidation)