Run
8870580

Run 8870580

Task 3483 (Supervised Classification) mammography Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6293
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1678.9055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1089
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7226
Cross-validation details (10-fold Crossvalidation)