Run
8875549

Run 8875549

Task 3843 (Supervised Classification) optdigits Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5163.7393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0113
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
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3084
Cross-validation details (10-fold Crossvalidation)