Run
8864209

Run 8864209

Task 9948 (Supervised Classification) heart-switzerland 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
0.5715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.3726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2797
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0924
Cross-validation details (10-fold Crossvalidation)