Run
8879668

Run 8879668

Task 145957 (Supervised Classification) audiology Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
121.8056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7477
Cross-validation details (10-fold Crossvalidation)