Run
519663

Run 519663

Task 3821 (Supervised Classification) segment Uploaded 05-02-2016 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
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5317
Cross-validation details (10-fold Crossvalidation)
KB relative information score
298.9095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1701
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5925
Cross-validation details (10-fold Crossvalidation)
Recall
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4125
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1787
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.958
UserCPU time millis testing
1.678
UserCPU time millis training
0.28