Run
8865505

Run 8865505

Task 145938 (Supervised Classification) thyroid-allhyper Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6419
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1060.5974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1605
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
0.69
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6339
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6339
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9465
Cross-validation details (10-fold Crossvalidation)