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Enhanced Spam Detection in Social Media by Kalyan Reddy Anugu is a document available to read on EtoBox.

What is Enhanced Spam Detection in Social Media about?

The document presents a novel approach for spam text detection on social media, utilizing a downsampling strategy based on negative selection density clustering (NSDC-DS) to enhance classifier performance. It discusses various methods for addressing imbalanced datasets, including the use of Naïve Bayes Support Vector Machine (NBSVM) and principal component analysis (PCA) for optimizing model parameters. Experimental results indicate that the proposed NSDC-DS method significantly improves the accuracy and ef

Author

Kalyan Reddy Anugu

Language

EN