Run
522199

Run 522199

Task 2076 (Supervised Classification) kropt Uploaded 07-02-2016 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
0.6379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8842.9402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0709
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.3623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1933
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
9.656
UserCPU time millis testing
8.983
UserCPU time millis training
0.673