Run
518467

Run 518467

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 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
0.6503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72.639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.66
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.6625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1752
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.572
UserCPU time millis testing
0.889
UserCPU time millis training
0.683