Run
9190240

Run 9190240

Task 145971 (Supervised Classification) page-blocks 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
0.9795 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.973 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8581 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4307.6362 ± 15.5256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0165 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9729 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9737 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9737 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2167 ± 0.018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1948 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0906 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4651 ± 0.0374
Cross-validation details (10-fold Crossvalidation)