Run
9190231

Run 9190231

Task 145869 (Supervised Classification) semeion 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
0.9861 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8855 ± 0.0161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.873 ± 0.0174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1247.85 ± 1.9558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0642 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8863 ± 0.0158
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8858 ± 0.0157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8858 ± 0.0157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3566 ± 0.0183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.152 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5065 ± 0.0182
Cross-validation details (10-fold Crossvalidation)