Run
8877538

Run 8877538

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-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
0.7625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.6381
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.222
Cross-validation details (10-fold Crossvalidation)
Recall
0.9893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6046
Cross-validation details (10-fold Crossvalidation)