Run
8872970

Run 8872970

Task 39 (Supervised Classification) sonar Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.9554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2341
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
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.793
Cross-validation details (10-fold Crossvalidation)