Run
8862548

Run 8862548

Task 3843 (Supervised Classification) optdigits Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.kf

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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3251.4111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0543
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7039
Cross-validation details (10-fold Crossvalidation)