Run
8867077

Run 8867077

Task 145940 (Supervised Classification) thyroid-allrep Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
788.1374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1803
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
0.7154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6007
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6007
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8979
Cross-validation details (10-fold Crossvalidation)