Run
521907

Run 521907

Task 3627 (Supervised Classification) cpu_act 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
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5665.2605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2879
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7588
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.797
UserCPU time millis testing
7.723
UserCPU time millis training
1.074