Run
520013

Run 520013

Task 3730 (Supervised Classification) fri_c2_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
500.8305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9932
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.962
UserCPU time millis testing
2.371
UserCPU time millis training
0.591