Run
572584

Run 572584

Task 9977 (Supervised Classification) nomao Uploaded 11-05-2016 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
0.6768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15017.8812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7781
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0202
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
146.359
UserCPU time millis testing
138.371
UserCPU time millis training
7.988