Run
8862798

Run 8862798

Task 3866 (Supervised Classification) primary-tumor Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.6831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.0627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2006
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
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8101
Cross-validation details (10-fold Crossvalidation)
Recall
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0374
Cross-validation details (10-fold Crossvalidation)
Total cost