Client Work (Assignment) | CS4765 NLP Text Classification | University of New Brunswick

Student | Client Work (Assignment) | CS4765 Naive Bayes vs Logistic Regression | University of New Brunswick

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🔍 Assignment Title: Comparative Text Classification using Naive Bayes and Logistic Regression
🏫 University: University of New Brunswick, Ithaca (New York), United States
📘 Course: CS4765 – Natural Language Processing (NLP) | BSc in Computer Science
🧾 Overview:
This video demonstrates Assignment 2 of the CS4765 NLP course, focused on implementing and comparing Naive Bayes and Logistic Regression classifiers for text classification tasks. It includes data preprocessing, model training, evaluation using metrics like precision and recall, and interpretation of model effectiveness.
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𝐖𝐞 𝐚𝐫𝐞 𝐡𝐞𝐥𝐩𝐢𝐧𝐠 𝐬𝐭𝐮𝐝𝐞𝐧𝐭𝐬 𝐨𝐮𝐭! 𝐏𝐫𝐨𝐯𝐢𝐝𝐢𝐧𝐠 𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐟𝐨𝐫 𝐬𝐜𝐡𝐨𝐨𝐥/𝐜𝐨𝐥𝐥𝐞𝐠𝐞/𝐮𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐚𝐬𝐬𝐢𝐠𝐧𝐦𝐞𝐧𝐭𝐬, 💻 𝐜𝐨𝐮𝐫𝐬𝐞𝐰𝐨𝐫𝐤,𝐥𝐚𝐛 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬/𝐫𝐞𝐩𝐨𝐫𝐭𝐬, 𝐞𝐱𝐚𝐦𝐬, 𝐪𝐮𝐢𝐳𝐳𝐞𝐬, 𝐝𝐢𝐬𝐬𝐞𝐫𝐭𝐚𝐭𝐢𝐨𝐧𝐬,𝐭𝐡𝐞𝐬𝐢𝐬; 𝐚𝐬 𝐰𝐞𝐥𝐥 𝐚𝐬 𝐩𝐫𝐨𝐨𝐟𝐫𝐞𝐚𝐝𝐢𝐧𝐠, 𝐞𝐫𝐫𝐨𝐫 𝐜𝐨𝐫𝐫𝐞𝐜𝐭𝐢𝐨𝐧, 𝐚𝐧𝐝 𝐛𝐮𝐠-𝐟𝐢𝐱𝐢𝐧𝐠. 𝐀𝐥𝐬𝐨 𝐝𝐨𝐢𝐧𝐠 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐜𝐨𝐦𝐩𝐚𝐧𝐲, 𝐚𝐠𝐞𝐧𝐜𝐢𝐞𝐬 𝐩𝐫𝐨𝐟𝐞𝐬𝐬𝐢𝐨𝐧𝐚𝐥 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬📊

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