Run
1815673

Run 1815673

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.naiveBayes.preproc.preproc(4)Learner mlr.classif.naiveBayes.preproc.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc.preproc(4)_openml.seed1
mlr.classif.naiveBayes.preproc.preproc(4)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc.preproc(4)_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.

17 Evaluation measures

Area under ROC curve
0.5206
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-388826.4868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.8597
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1364
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10-fold Crossvalidation)
Recall
0.1403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
6.3005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.9272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.55
Cross-validation details (10-fold Crossvalidation)