Run
515356

Run 515356

Task 3773 (Supervised Classification) fri_c1_1000_10 Uploaded 28-01-2016 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
0.6868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
377.3875
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.304
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1119
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.804
UserCPU time millis testing
0.652
UserCPU time millis training
0.152