Run
8865896

Run 8865896

Task 145979 (Supervised Classification) spambase Uploaded 28-02-2018 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
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3285.162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1339
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2804
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7488
Cross-validation details (10-fold Crossvalidation)