Run
9190613

Run 9190613

Task 146060 (Supervised Classification) isolet Uploaded 20-04-2018 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
0.9957 ± 0.001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9204 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9174 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6822.8759 ± 5.2582
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9208 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9206 ± 0.009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.9206 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2764 ± 0.01
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0823 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4279 ± 0.0131
Cross-validation details (10-fold Crossvalidation)