Run
510498

Run 510498

Task 3658 (Supervised Classification) fri_c3_250_10 Uploaded 27-01-2016 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
0.6488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2982
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.3899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.348
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1836
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.373
UserCPU time millis testing
0.238
UserCPU time millis training
0.135