Run
8859541

Run 8859541

Task 3490 (Supervised Classification) bridges 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
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.7531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2372
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.253
Cross-validation details (10-fold Crossvalidation)
Number of instances
105
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.632
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3438
Cross-validation details (10-fold Crossvalidation)
Recall
0.6571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3547
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9396
Cross-validation details (10-fold Crossvalidation)