Can I read Spam Ham Report on EtoBox?
Spam Ham Report by daspartha30000 is a document available to read on EtoBox.
What is Spam Ham Report about?
This report investigates email spam classification using machine learning and natural language processing, focusing on distinguishing spam from ham messages. It evaluates various algorithms, including Naive Bayes and BERT, utilizing datasets like the SMS Spam Collection and Enron Email Dataset, achieving an F1-score of 0.9897 with the fine-tuned BERT model. The document also discusses ethical considerations, deployment challenges, and future research directions in the context of email security.
- Author
- daspartha30000
- Language
- EN