Run
8859110

Run 8859110

Task 57 (Supervised Classification) ionosphere Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
233.8866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1481
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8519
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8024
Cross-validation details (10-fold Crossvalidation)