Run
8879974

Run 8879974

Task 9894 (Supervised Classification) heart-h 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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.0193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.5952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0337
Cross-validation details (10-fold Crossvalidation)