Run
573130

Run 573130

Task 3021 (Supervised Classification) sick 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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1295.4668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9709
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.287
UserCPU time millis testing
3.008
UserCPU time millis training
0.279