Run
8887019

Run 8887019

Task 7 (Supervised Classification) audiology Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.4528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2.0982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0725
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.2522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9995
Cross-validation details (10-fold Crossvalidation)