Run
572227

Run 572227

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

classif.rotationForest(7)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(7)_openml.seed1
classif.rotationForest(7)_openml.kindMersenne-Twister
classif.rotationForest(7)_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
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15531.9909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1044
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
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0051
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
494.579
UserCPU time millis testing
1.694
UserCPU time millis training
492.885