Run
8862711

Run 8862711

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

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.0503
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2657
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
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8101
Cross-validation details (10-fold Crossvalidation)
Recall
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8567
Cross-validation details (10-fold Crossvalidation)