Run
1816390

Run 1816390

Task 9978 (Supervised Classification) ozone-level-8hr 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
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1598
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7055.6261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.6894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.6252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.2711
Cross-validation details (10-fold Crossvalidation)