Run
8868873

Run 8868873

Task 145938 (Supervised Classification) thyroid-allhyper Uploaded 01-03-2018 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
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-54.278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2602
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.61
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6446
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6446
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0235
Cross-validation details (10-fold Crossvalidation)