Run
8871531

Run 8871531

Task 145939 (Supervised Classification) thyroid-allhypo Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3074
Cross-validation details (10-fold Crossvalidation)
KB relative information score
750.5072
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1796
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
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7821
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8872
Cross-validation details (10-fold Crossvalidation)