Run
540928

Run 540928

Task 3591 (Supervised Classification) bank8FM 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.trees2339
classif.gbm(6)_interaction.depth2
classif.gbm(6)_shrinkage0.0145
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
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8857
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7241.7759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4815
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4777
Cross-validation details (10-fold Crossvalidation)