Run
9190177

Run 9190177

Task 3802 (Supervised Classification) chscase_whale Uploaded 18-04-2018 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
0.9872 ± 0.0208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3188 ± 0.0168
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.8241 ± 0.6453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2632 ± 0.0134
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Number of instances
228
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.237 ± 0.0151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4868 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.4868 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5267 ± 0.0271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3717 ± 0.022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7436 ± 0.0442
Cross-validation details (10-fold Crossvalidation)