Run
8894890

Run 8894890

Task 3731 (Supervised Classification) visualizing_livestock Uploaded 28-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.4393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2468
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8483
Cross-validation details (10-fold Crossvalidation)