Run
516059

Run 516059

Task 3737 (Supervised Classification) fri_c3_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
0.5993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.6448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.396
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9868
Cross-validation details (10-fold Crossvalidation)
Recall
0.604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2704
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.395
UserCPU time millis testing
0.845
UserCPU time millis training
0.55