Run
517397

Run 517397

Task 3603 (Supervised Classification) space_ga Uploaded 29-01-2016 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
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1468.847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2636
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7364
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7364
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0269
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.323
UserCPU time millis testing
2.096
UserCPU time millis training
0.227