Run
522652

Run 522652

Task 2074 (Supervised Classification) satimage Uploaded 09-02-2016 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
0.8793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.75
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4926.8134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0681
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7102
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.636
UserCPU time millis testing
8.339
UserCPU time millis training
1.297