Run
8870904

Run 8870904

Task 145943 (Supervised Classification) thyroid-ann Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2364.0874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0295
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
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4563
Cross-validation details (10-fold Crossvalidation)
Recall
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6333
Cross-validation details (10-fold Crossvalidation)