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1. Run main.py to view the results.
2. Alternate vector representation were tried and tested which has been commented in the 'Feature_Extraction.py' but the results were poorer.
3. Only 50% of the data is being used currently to create models and test them. This fraction can be changed in 'Cleaning.py' by modifying 'sample_ratio'.

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