Run
8869028

Run 8869028

Task 145979 (Supervised Classification) spambase Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-NaiveBayes.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
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2581.2162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2054
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
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9239
Cross-validation details (10-fold Crossvalidation)