Run
515460

Run 515460

Task 7557 (Supervised Classification) CostaMadre1 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
0.6013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-49.3218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2061
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.7939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3571
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.025
UserCPU time millis testing
0.668
UserCPU time millis training
0.357