Run
1816366

Run 1816366

Task 3902 (Supervised Classification) pc4 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
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.0852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1328
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0608
Cross-validation details (10-fold Crossvalidation)