Run
8865954

Run 8865954

Task 145856 (Supervised Classification) parkinsons Uploaded 28-02-2018 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
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.0947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3724
Cross-validation details (10-fold Crossvalidation)
Number of instances
195
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0832
Cross-validation details (10-fold Crossvalidation)