Run
8859551

Run 8859551

Task 3491 (Supervised Classification) hayes-roth 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
0.6106
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.5531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2974
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3803
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9526
Cross-validation details (10-fold Crossvalidation)