Run
9190183

Run 9190183

Task 3697 (Supervised Classification) fri_c3_250_25 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
0.921 ± 0.0288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.839 ± 0.0927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.673 ± 0.1831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.8494 ± 2.0284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2493 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8408 ± 0.0768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84 ± 0.0843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.84 ± 0.0843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5048 ± 0.0746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3374 ± 0.0347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6792 ± 0.07
Cross-validation details (10-fold Crossvalidation)