Run
8864449

Run 8864449

Task 52945 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.5782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.8903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Number of instances
277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7004
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7004
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2034
Cross-validation details (10-fold Crossvalidation)