Run
542549

Run 542549

Task 3815 (Supervised Classification) prnn_fglass 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.trees556
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.0172
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
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.7516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0654
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7299
Cross-validation details (10-fold Crossvalidation)