Run
8872994

Run 8872994

Task 42 (Supervised Classification) haberman 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
0.5799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6419
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.6551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2693
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1103
Cross-validation details (10-fold Crossvalidation)