Run
8895117

Run 8895117

Task 3869 (Supervised Classification) lymph 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
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.9178
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10-fold Crossvalidation)
Recall
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.824
Cross-validation details (10-fold Crossvalidation)