Run
572199

Run 572199

Task 14965 (Supervised Classification) bank-marketing Uploaded 07-05-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(12)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(12)_xval0
classif.boosting(12)_openml.seed1
classif.boosting(12)_openml.kindMersenne-Twister
classif.boosting(12)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7177
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18802.6255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0929
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9481
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
3535.195
UserCPU time millis testing
14.304
UserCPU time millis training
3520.891