Run
520787

Run 520787

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

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.6874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1639.3644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0998
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
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9891
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.357
UserCPU time millis testing
0.099
UserCPU time millis training
2.258