Add Baseline Model Comparison & Improve README#17
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Deepika14145 merged 1 commit intoSep 21, 2025
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Hello deepika mam,
I recently compeleted project but i did not got points of my project.
I am requesting you please give me those points i am attaching the screeshot
…On Sun, 21 Sept, 2025, 9:02 pm Deepika Sharma, ***@***.***> wrote:
Merged #17 <#17>
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ok let me check |
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yes please! |
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any update on this?
…On Mon, Sep 22, 2025 at 8:53 PM Deepika Sharma ***@***.***> wrote:
*Deepika14145* left a comment (Deepika14145/QuickFactChecker#17)
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Deepika14145
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Hi @vishalsorout0, Points will be updated soon. I have added labels. |
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thank you soo much! |
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Summary of Changes - Added scripts/fake_news_logreg_rf.py to compare baseline models (Naive Bayes, Logistic Regression, Random Forest) on the LIAR dataset. - Generated results in results/model_comparison.md and results/comparison.png. - Updated README: - Added Baseline Model Comparison section with example table. - Highlighted Logistic Regression as the best performing model. - Added quick usage instructions for the new script. - Clarified installation steps, including Windows virtual environment instructions. ## Testing - Verified that running python scripts/fake_news_logreg_rf.py generates results correctly. - README renders correctly on GitHub. ## Notes This PR completes the contribution requested: baseline model comparison + documentation improvements.