Run
515955

Run 515955

Task 3598 (Supervised Classification) fri_c0_250_50 Uploaded 28-01-2016 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
0.7585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.2874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9818
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.352
UserCPU time millis testing
0.805
UserCPU time millis training
0.547