Run
9190272

Run 9190272

Task 145856 (Supervised Classification) parkinsons Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.819 ± 0.0466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7415 ± 0.0608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4043 ± 0.0841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.3083 ± 2.5641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3357 ± 0.035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3724 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Number of instances
195
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.807 ± 0.0474
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7231 ± 0.0627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.7231 ± 0.0627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9012 ± 0.0894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3933 ± 0.0307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9129 ± 0.0676
Cross-validation details (10-fold Crossvalidation)