Run
8881948

Run 8881948

Task 145983 (Supervised Classification) heart-statlog Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-KStar.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
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.8198
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8038
Cross-validation details (10-fold Crossvalidation)