Gf011222-sms-ea.rar «CERTIFIED × REVIEW»

Describe the "GF011222-SMS-EA" dataset (size, labels like legitimate , promotional , or emergency ).

Discuss the impact of synthetic data generation if the dataset was imbalanced. 6. Conclusion GF011222-SMS-EA.rar

Analysis of Automated SMS Notification Systems for Emergency Alerts and Electronic Response. Describe the "GF011222-SMS-EA" dataset (size

SMS is a critical communication channel during disasters due to its low bandwidth requirements, but it suffers from congestion and spam. labels like legitimate

To develop a system that ensures high-priority emergency alerts are delivered efficiently and accurately categorized. 3. Literature Review

Detail steps like standardizing text to lowercase, tokenization, and removing irrelevant characters.

Discuss existing SMS spam detection using TF-IDF vectorization .