Run
520804

Run 520804

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

classif.rotationForest(5)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(5)_seed1
classif.rotationForest(5)_kindMersenne-Twister
classif.rotationForest(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
0.6219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1492.6307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1048
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
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.014
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.248
UserCPU time millis testing
0.553
UserCPU time millis training
34.695