Run
573128

Run 573128

Task 34538 (Supervised Classification) MiceProtein 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
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
984.1461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2185
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3305
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4211
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.75
UserCPU time millis testing
3.007
UserCPU time millis training
0.743