Run
520781

Run 520781

Task 9899 (Supervised Classification) bank-marketing Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(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.

20 Evaluation measures

Area under ROC curve
0.6717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1435.2132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2041
Cross-validation details (10-fold Crossvalidation)
Number of instances
4521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0236
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
302.074
UserCPU time millis testing
8.373
UserCPU time millis training
293.701