Week 7 – Visualisation & Final Presentation

01 Aug 2025 - Hirra Asif - NLP, Visualisation, Preparation

This week I made plots 📊 to convey the results more clearly, including detailed metric comparison plots between the deep learning and machine learning models for example balanced accuracy, precision, recall, and F1 score. These were created as both bar plots 📏 for easy comparison and line graphs 📈 to show performance across models.

I also started preparing my presentation 🗣️ for next week’s collaboration hour, where I will present my project, methodology and key findings to an audience. Alongside this, I began planning the format of my final research output 📄, considering whether a poster and a research paper would be the most effective combination to communicate the work and results.

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Challenges 🤔❓

• A large number of experimental pipelines to review, need to carefully select the best performing ones and the most insightful visualisations to include in the final presentation and paper 🛠️
• Balancing clarity with technical depth when presenting results to a mixed audience 🎯

Next steps ➡️

• Finalise code, make it more modular and upload to GitHub 💻
• Present at collaboration hour 🎤
• Begin drafting the final research output ✍️