Run
8880199

Run 8880199

Task 9948 (Supervised Classification) heart-switzerland Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.5458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.2358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2687
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
0.3473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4498
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1897
Cross-validation details (10-fold Crossvalidation)
Total cost