Run
8862782

Run 8862782

Task 3869 (Supervised Classification) lymph 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
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.3491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1957
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7274
Cross-validation details (10-fold Crossvalidation)