Run
8894873

Run 8894873

Task 3804 (Supervised Classification) lowbwt 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
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.8004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2419
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
189
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7196
Cross-validation details (10-fold Crossvalidation)