Run
8877607

Run 8877607

Task 3866 (Supervised Classification) primary-tumor 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
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.6373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2696
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3735
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8101
Cross-validation details (10-fold Crossvalidation)
Recall
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8495
Cross-validation details (10-fold Crossvalidation)