Run
520799

Run 520799

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

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(4)_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
0.679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.341
Cross-validation details (10-fold Crossvalidation)
KB relative information score
446.3559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1411
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
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6916
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1765
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
2.276
UserCPU time millis testing
0.114
UserCPU time millis training
2.162