Run
8882041

Run 8882041

Task 145938 (Supervised Classification) thyroid-allhyper Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
576.5218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1967
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
0.6181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.65
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.65
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9037
Cross-validation details (10-fold Crossvalidation)