We will accomplish the final task by completing each task in the project:
- Introduction: A brief explanation of the topic and goals we hope to achieve, as well as a demo of the final model we design.
- Task 1: Exploratory Data Analysis + Visualization
- Task 2: Data Cleaning and Preprocessing
- Task 3: The Naive Bayes Model
- Task 4: Highlighting shortcomings of model and implementing small changes to improve performance
- Task 5: Use advanced Natural Language Processing techniques to improve model performance and address class imbalance (subword units