Run
572251

Run 572251

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

classif.mda(5)Learner classif.mda from package(s) !mda.
classif.mda(5)_keep.fittedFALSE
classif.mda(5)_start.methodlvq
classif.mda(5)_openml.seed1
classif.mda(5)_openml.kindMersenne-Twister
classif.mda(5)_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
0.6924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16557.2091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1008
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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9876
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19793.821
UserCPU time millis testing
0.278
UserCPU time millis training
19793.543