Run
8865578

Run 8865578

Task 145929 (Supervised Classification) heart-h Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.5324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0569
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-33.7751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2725
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
0.4506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6293
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6293
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0912
Cross-validation details (10-fold Crossvalidation)