Run
507758

Run 507758

Task 10089 (Supervised Classification) acute-inflammations Uploaded 27-01-2016 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
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.3616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0583
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4863
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9805
Cross-validation details (10-fold Crossvalidation)
Recall
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.493
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.158
UserCPU time millis testing
0.076
UserCPU time millis training
0.082