Run
520128

Run 520128

Task 3817 (Supervised Classification) spectrometer Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-121.2278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1733
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8267
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.366
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.41
UserCPU time millis testing
2.273
UserCPU time millis training
1.137