Run
573173

Run 573173

Task 14970 (Supervised Classification) har 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
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7394.7705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0865
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Number of instances
10299
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7402
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5759
Cross-validation details (10-fold Crossvalidation)
Recall
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7847
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
185.387
UserCPU time millis testing
172.479
UserCPU time millis training
12.908