Run
8876812

Run 8876812

Task 145940 (Supervised Classification) thyroid-allrep Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.7763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
882.8472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.172
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
0.6713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.895
Cross-validation details (10-fold Crossvalidation)