Run
518364

Run 518364

Task 9889 (Supervised Classification) wilt Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(5)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(5)_seed1
classif.naiveBayes(5)_kindMersenne-Twister
classif.naiveBayes(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2502.0523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4498
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.479
UserCPU time millis testing
1.38
UserCPU time millis training
0.099