Run
8862558

Run 8862558

Task 3845 (Supervised Classification) heart-c Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-J48.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
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.5322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8681
Cross-validation details (10-fold Crossvalidation)