Run
8868439

Run 8868439

Task 9897 (Supervised Classification) breast-tissue Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.6863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2432
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.4401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3074
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5283
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.947
Cross-validation details (10-fold Crossvalidation)