Run
507244

Run 507244

Task 10094 (Supervised Classification) blogger 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
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.0748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.23
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.77
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0281
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.082
UserCPU time millis testing
0.037
UserCPU time millis training
0.045