A machine learning-based spam email detection system using decision tree Department: Computer Science By: MIke_Tech_World Project ID: 8835 Rating: (5.0) votes: 1Rate this project12345 Price:₦5000 Get the Complete MaterialAbstractThis research presents the design and implementation of a machine learning-based spam email detection system using the decision tree algorithm. The aim of the system is to classify incoming emails as either spam or legitimate messages, thereby reducing the risks of fraudulent activities and enhancing secure communication. The development involved collecting and preprocessing email datasets, which were then trained using the decision tree model due to its simplicity, interpretability, and effective classification capabilities. The system was implemented with a user-friendly interface that allows users to register, log in, and test email samples for classification. The evaluation of the system demonstrated its ability to accurately detect spam emails with consistent performance, showing that decision tree-based approaches are suitable for lightweight email filtering applications. The study concludes that integrating such a system into email services can significantly minimize spam intrusion and improve user productivity. Recommendations for future improvement include expanding the dataset, exploring hybrid machine learning techniques, and providing real-time integration with popular email platforms. ...Preview Download Preview +Other Computer Science project topics and materials you might be interested in»Design and Implementation of digital library system»Design and Implementation of a Virtual E-Learning System ( Case study of Lagos State University)»Design and Implementation of Student Project Management and Allocation System»Design and Implementation of online cash receipt generating system for a supermarket»Design and Implementation of a Software Result Processing and Transcript Generation System»Design and Implementation of computerized hospital database management system»Design and Implementation of a Hotel Database Management System and Service ( A Case Study of Winter Suites and Hotels, Owerri)»Design and Implementation of Online Birth and Death Registration System»Design and Implementation of Online Clearance System»Design and Implementation of Loan Management System with SMS Notification»Design and Implementation of Computerized Staff Record Department»Design and Implementation of Cyber Cafe Security»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Simulation of a Secured Wireless Network