Run
571799

Run 571799

Task 14964 (Supervised Classification) artificial-characters Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(9)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(9)_openml.seed1
classif.naiveBayes(9)_openml.kindMersenne-Twister
classif.naiveBayes(9)_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.

20 Evaluation measures

Area under ROC curve
0.6011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2447.3369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1462
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.269
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.269
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3824
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.278
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
4.641
UserCPU time millis testing
4.416
UserCPU time millis training
0.225