Run
8894620

Run 8894620

Task 3736 (Supervised Classification) boston 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
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.7644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2545
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8419
Cross-validation details (10-fold Crossvalidation)