Run
513111

Run 513111

Task 9973 (Supervised Classification) leaf 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
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.9261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.7324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7444
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.333
UserCPU time millis testing
0.712
UserCPU time millis training
0.621