Run
1816354

Run 1816354

Task 14968 (Supervised Classification) cylinder-bands 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
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.2332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.6722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0165
Cross-validation details (10-fold Crossvalidation)