Run
8864934

Run 8864934

Task 145856 (Supervised Classification) parkinsons Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.0488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3006
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
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2311
Cross-validation details (10-fold Crossvalidation)