Run
8894881

Run 8894881

Task 3725 (Supervised Classification) auto93 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
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.8214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4701
Cross-validation details (10-fold Crossvalidation)
Number of instances
93
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9573
Cross-validation details (10-fold Crossvalidation)
Recall
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.934
Cross-validation details (10-fold Crossvalidation)