Semi-Synthetic Data for Enhanced SMS Spam Detection
Ala’ Abdulmajid Eshmawi, Suku Nair · 2014
In this paper, we study the effect of using Synthetic Minority Oversampling TEchnique on the detection of SMS spam. The study shows an improved spam detection performance of the classifiers trained on semi-synthetic datasets compared to the performance of the same classifiers trained on the original dataset.