Run
8887628

Run 8887628

Task 3644 (Supervised Classification) bodyfat 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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.3054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0931
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5558
Cross-validation details (10-fold Crossvalidation)