Run
1815645

Run 1815645

Task 3504 (Supervised Classification) webdata_wXa 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
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5056.2909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3682
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.6318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6068
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4207
Cross-validation details (10-fold Crossvalidation)