Run
516446

Run 516446

Task 3789 (Supervised Classification) fri_c0_500_25 Uploaded 29-01-2016 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
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.8946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8534
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.441
UserCPU time millis testing
1.086
UserCPU time millis training
0.355