Run
513448

Run 513448

Task 3018 (Supervised Classification) flags 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
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.7622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0992
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.6031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9964
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.579
UserCPU time millis testing
0.3
UserCPU time millis training
0.279