Run
1851316

Run 1851316

Task 28 (Supervised Classification) optdigits 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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8335
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4656.7658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5938
Cross-validation details (10-fold Crossvalidation)