Run
573118

Run 573118

Task 3561 (Supervised Classification) profb Uploaded 29-05-2016 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
0.6696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.8047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3937
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.6801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9697
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.984
UserCPU time millis testing
0.747
UserCPU time millis training
0.237