Run
8865427

Run 8865427

Task 145922 (Supervised Classification) bank-marketing Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.5739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1428.8335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1071
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2041
Cross-validation details (10-fold Crossvalidation)
Number of instances
4521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0247
Cross-validation details (10-fold Crossvalidation)