Run
8859108

Run 8859108

Task 3011 (Supervised Classification) hypothyroid Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.5896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-17957.4642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2561
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0729
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4715
Cross-validation details (10-fold Crossvalidation)
Recall
0.9356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.5159
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6882
Cross-validation details (10-fold Crossvalidation)