Run
1815676

Run 1815676

Task 3962 (Supervised Classification) OVA_Breast Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.naiveBayes.preproc.preproc(4)Learner mlr.classif.naiveBayes.preproc.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc.preproc(4)_openml.seed1
mlr.classif.naiveBayes.preproc.preproc(4)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc.preproc(4)_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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1348.8227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0382
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4697
Cross-validation details (10-fold Crossvalidation)