Run
1851408

Run 1851408

Task 43 (Supervised Classification) spambase Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.naiveBayes.preproc(10)Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc(10)_openml.seed1
mlr.classif.naiveBayes.preproc(10)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc(10)_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.

17 Evaluation measures

Area under ROC curve
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7116
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1785.6807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2865
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0904
Cross-validation details (10-fold Crossvalidation)