Run
520800

Run 520800

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

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1728.6805
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0967
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
0.8912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9737
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.92
UserCPU time millis testing
0.407
UserCPU time millis training
27.513