Run
9190252

Run 9190252

Task 145973 (Supervised Classification) pendigits Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.9993 ± 0.0006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9843 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9826 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10664.3978 ± 4.7913
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0102 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9844 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9844 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9844 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0566 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0559 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1863 ± 0.0186
Cross-validation details (10-fold Crossvalidation)