Run
8895103

Run 8895103

Task 3862 (Supervised Classification) audiology Uploaded 28-03-2018 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
0.4841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0342
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.7131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3783
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8182
Cross-validation details (10-fold Crossvalidation)
Recall
0.7301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0096
Cross-validation details (10-fold Crossvalidation)