Run
516163

Run 516163

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.3351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.36
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
0.6411
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.64
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2039
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.392
UserCPU time millis testing
0.832
UserCPU time millis training
0.56