Run
517265

Run 517265

Task 3915 (Supervised Classification) kc3 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
0.6527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-106.4551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1572
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8428
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3594
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.88
UserCPU time millis testing
1.365
UserCPU time millis training
0.515