Run
8873554

Run 8873554

Task 3498 (Supervised Classification) pasture 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
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.3733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3012
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
36
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3721
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7893
Cross-validation details (10-fold Crossvalidation)