Run
595328

Run 595328

Task 52950 (Supervised Classification) higgs Uploaded 22-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.naiveBayes.preproc.preproc(2)Learner mlr.classif.naiveBayes.preproc.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc.preproc(2)_openml.seed1
mlr.classif.naiveBayes.preproc.preproc(2)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc.preproc(2)_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
0.6599
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14510.8817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
98050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.5992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0072
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
131.005
UserCPU time millis testing
75.7
UserCPU time millis training
55.305