Run
542836

Run 542836

Task 3891 (Supervised Classification) gina_agnostic Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees1125
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.0183
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(7)_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
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8598
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2981.8032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0701
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5295
Cross-validation details (10-fold Crossvalidation)