Run
9190192

Run 9190192

Task 125921 (Supervised Classification) LED-display-domain-7digit Uploaded 18-04-2018 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
0.9268 ± 0.0205
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7307 ± 0.0606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6997 ± 0.0655
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.0398 ± 2.3012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0847 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1797 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7351 ± 0.0549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.73 ± 0.0591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3127
Cross-validation details (10-fold Crossvalidation)
Recall
0.73 ± 0.0591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4712 ± 0.0453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2998 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.202 ± 0.017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6739 ± 0.0569
Cross-validation details (10-fold Crossvalidation)