Run
573158

Run 573158

Task 3891 (Supervised Classification) gina_agnostic Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(9)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(9)_openml.seed1
classif.naiveBayes(9)_openml.kindMersenne-Twister
classif.naiveBayes(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1974.3382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.925
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
99.068
UserCPU time millis testing
89.63
UserCPU time millis training
9.438