Run
1816423

Run 1816423

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 20-09-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.naiveBayes.preproc(7)Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc(7)_openml.seed1
mlr.classif.naiveBayes.preproc(7)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc(7)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

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
0.6295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-316629.0357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6928
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
0.9032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10-fold Crossvalidation)
Recall
0.3009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
5.0773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.107
Cross-validation details (10-fold Crossvalidation)