Run
512085

Run 512085

Task 3644 (Supervised Classification) bodyfat 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
0.7826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5642
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.9599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2183
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9345
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.485
UserCPU time millis testing
0.283
UserCPU time millis training
0.202