Run
581156

Run 581156

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 06-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.naiveBayes.preproc(1)Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc(1)_openml.seed1
mlr.classif.naiveBayes.preproc(1)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
421.8498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1421
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.409
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.265
UserCPU time millis testing
0.154
UserCPU time millis training
0.111