Run
1815634

Run 1815634

Task 2074 (Supervised Classification) satimage 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
0.8793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.75
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4926.8134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0681
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7102
Cross-validation details (10-fold Crossvalidation)