Run
8887191

Run 8887191

Task 39 (Supervised Classification) sonar Uploaded 26-03-2018 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
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.4007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9974
Cross-validation details (10-fold Crossvalidation)