Run
520779

Run 520779

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

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1192.7837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1152
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
0.7828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0631
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.755
UserCPU time millis testing
0.046
UserCPU time millis training
2.709