Run
573141

Run 573141

Task 7592 (Supervised Classification) adult 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
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22121.802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1795
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.857
UserCPU time millis testing
24.401
UserCPU time millis training
1.456