Run
8876931

Run 8876931

Task 146209 (Supervised Classification) thyroid-new 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
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.5488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0253
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3133
Cross-validation details (10-fold Crossvalidation)
Number of instances
215
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1962
Cross-validation details (10-fold Crossvalidation)
Recall
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.349
Cross-validation details (10-fold Crossvalidation)