Run
8861236

Run 8861236

Task 3709 (Supervised Classification) breastTumor 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
0.6635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.1749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6119
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.6119
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4935
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943
Cross-validation details (10-fold Crossvalidation)