Run
9190248

Run 9190248

Task 145969 (Supervised Classification) optdigits 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
0.9982 ± 0.0012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9684 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9648 ± 0.006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5231.4888 ± 3.0872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.023 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9685 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9683 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9683 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.128 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0832 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2772 ± 0.0158
Cross-validation details (10-fold Crossvalidation)