COMP763 MSc Dissertation Example 2025 | LBU

Published: 24 Jan, 2025
Category Dissertation Subject Computer Science
University Leeds Beckett University (LBU) Module Title COMP763 MSc Dissertation
Word Count 2,000-3,000 words
Assessment Type Dissertation
Academic Year 2025-26

Abstract

Diabetes Mellitus is still a global health challenge, with increasing prevalence rates necessitating advanced predictive methodologies for effective management and prevention. This research primaryfocus is on evaluating machine learning algorithms to predict diabetes in the United Kingdom, highlights the effect of the behavioural risk factors like smoking, blood pressure, and body mass index...........View More

TABLE OF CONTENTS

TITLE ..................................................................................................................... I
ACKNOWLEDGEMENTS ...................................................................................... II
ABSTRACT .......................................................................................................... III
LIST OF FIGURES .............................................................................................. VII
ABBREVIATIONS ................................................................................................. VIII

CHAPTER 1: INTRODUCTION .................................................................... 10
1.1 Overview ......................................................................................................... 10
1.2 Problem Statement ......................................................................................... 13
1.3 Aim and Objectives ......................................................................................... 13

CHAPTER 2: LITERATURE REVIEW ....................................................... 15
2.1 Global and UK Diabetes Prevalence and Impact .......................................... 15
2.2 Traditional Methods for Diabetes Diagnosis .................................................. 15
2.3 Predictive Models for Diabetes Using ML Techniques .................................. 15

CHAPTER 3: METHODOLOGY ................................................................. 20
3.1 Knowledge Discovery in Databases (KDD) ..................................................... 20
3.2 Ethical Considerations ................................................................................... 23

CHAPTER 4: RESULT / RESEARCH DESIGN AND IMPLEMENTATION .... 25
4.1 Introduction .................................................................................................... 25
4.2 Output ............................................................................................................ 26
4.3 Initialization and Training .............................................................................. 44
4.4 Plotting Decision Boundaries ......................................................................... 45
4.5 Insights ........................................................................................................... 45
4.6 Traditional Methods ....................................................................................... 46
4.7 Limitations of Each Technique Used ............................................................. 47

CHAPTER 5: DISCUSSION AND EVALUATION ....................................... 50
5.1 Overview of Dataset ...................................................................................... 50
5.2 Key Features of the Dataset .......................................................................... 50
5.3 Computational Efficiency and Scalability ...................................................... 53
5.4 Robustness and Generalization ..................................................................... 54
5.5 Discussing Their Implications ....................................................................... 55
    • Decision Tree: Clinical Interpretability and Actionability .............................. 56
5.6 Challenges of Implementation Work ............................................................. 57
    5.6.1 Data-Related Challenges ................................................................... 57
    5.6.2 Deployment Challenges ..................................................................... 57
5.7 Maintenance and Updating ........................................................................... 58
5.8 Comparative Analysis and Conclusion .......................................................... 59

CHAPTER 6: PROJECT MANAGEMENT .................................................. 60
6.1 Overview of the Project Management Approach ........................................... 60
6.2 Project Scope ................................................................................................. 61
6.3 Implementation and Execution ...................................................................... 62
6.4 Analysis and Interpretation ............................................................................ 62
6.5 Results Interpretation ..................................................................................... 62

CHAPTER 7: CONCLUSION AND RECOMMENDATION ......................... 63
7.1 Summary of Key Findings ............................................................................... 63
7.2 Recommendations ......................................................................................... 65
    7.2.1 Clinical Implementation ...................................................................... 65
    7.2.2 Future Research Directions ............................................................... 65
    7.2.3 Validation and External Testing ......................................................... 66
    7.2.4 Ethical and Privacy Considerations .................................................... 66

REFERENCES ................................................................................................. 68
APPENDICES .................................................................................................... 89

Remember: This is only a summary of the sample assignment. If you need the full sample please fill out the form provided to receive it.

Stuck on your COMP763 MSc DissertationWhat's there to fear about? You are at the right place. We provide professional dissertation writing help so that your dissertation is delivered on time. Whether you need guidance, research support, or a complete dissertation, we have got you covered. Our team specializes in Computer Science Dissertation Help UK and provide original content according your needs. Explore our free assignment examples to check the quality we provide. Do you need help right now? Avail our online assignment help now and be stress free. Now you don't have to be afraid.
Workingment Unique Features

Hire Assignment Helper Today!


NBS-7099B Digital Transformation Dissertation Example 2025-26 | UEA

The importance of digital transformation is tracking the students' results, which is digital transformation monitoring student success, which is more realistic.  The KM's goal is to improve the productivity, efficiency, and competitiveness of an organisation for its employees.

5L7V0004 Research Methods Dissertation Proposal Sample

5L7V0004 Dissertation Proposal: The global economy pursues recovery from the pandemic, Russia's occupation of Ukraine, and the crisis which is the cost of living.

MKT748 Sustainability Marketing Dissertation Sample 2025-26 | UU

The achievable potential is to reach this SDG by producing a solution that eventually improves patient well-being through productive and innovative health support. The management of heart valve disease has significantly evolved as technological advancements have facilitated the transformation of the treatment process.

7053SSL Postgraduate Business Project Dissertation Example | CU

As per the report from Forbes, with the stimulation of the internal business, the brand got an opportunity to reach and serve customers with distinct cultural values and beliefs. The international business fails to identify the cross-cultural differences that are contributing to the rise in the rate of controversies.

FTI7005 Research Project Dissertation Example | CMU

This research systematically examines all of these factors and how they should or should not affect the perspectives of dental health, the costs of oral care, and the consumption of natural resources.

7000HUM Dissertation CW Sample | Coventry University

7000HUM Dissertation: The research is concentrated upon the impact that social media have over foreign diplomatic actions of western countries. Dissertation has reviewed journal papers from various authors.

JXH-4413 Dissertation Example Sem 2, 2025-26

The study aims to check the effect of altitude training on exercise performance and physiological changes in athletes. Recommendations stress individualised types, durations, and intensities of altitude training, endurance, strength, and nutritional training.

BSS056-6 Theory Into Practice Dissertation Sample

The research utilises Goleman's EI Performance Model and Bar-On's EI Competencies Model to analyse EI training in improving team dynamics, creativity, and stress management. In this research, measures are taken to ensure that the effectiveness of EI-based training in the process of developing workplace productivity.

MKT744 Global Marketing and Sales Development (GMSD) Dissertation Example

The expansion into the Japanese market is reflective of Malako's market-seeking strategies, as Japan has one of the highest demands for premium organic cosmetics. Malako builds up its global presence.

MAR042-6 (Block 6-1) Capstone Business Dissertation Sample | UOB

MAR042-6 (Block 6-1) Dissertation:This study will highlight the impact of IFRS on financial statements and key information to IFRS standards. The main purpose of the study is to examine and understand the impact of IFRS on financial statements

Online Assignment Help in UK