Run
512376

Run 512376

Task 3749 (Supervised Classification) no2 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
0.5613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.9899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.562
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.562
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3236
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.458
UserCPU time millis testing
0.34
UserCPU time millis training
0.118