Run
8865672

Run 8865672

Task 145943 (Supervised Classification) thyroid-ann 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
0.5841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-14642.9487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0948
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4563
Cross-validation details (10-fold Crossvalidation)
Recall
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.383
Cross-validation details (10-fold Crossvalidation)