Run
8870922

Run 8870922

Task 3849 (Supervised Classification) analcatdata_marketing Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.5501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.4617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4139
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4326
Cross-validation details (10-fold Crossvalidation)
Number of instances
364
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6456
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.901
Cross-validation details (10-fold Crossvalidation)
Recall
0.6456
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9568
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0306
Cross-validation details (10-fold Crossvalidation)