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Improvement: research and implement a method to improve the linear regression model by adding new columns to the train dataset #18

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KarinePistili opened this issue Apr 16, 2024 · 4 comments
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@KarinePistili
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Our model now collects only X and Y coordinates for the both eyes. Reasearch if we can add new columns to our training csv to improve our results.

@KarinePistili KarinePistili added the help wanted Extra attention is needed label Apr 16, 2024
@sitamgithub-MSIT
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Is this a code requirements? I already commented on one issue, so if it is primarily research-based, then I would like to take it up.

@KarinePistili
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Hi @sitamgithub-MSIT ! It is research-based because we are not sure if adding new columns with different data will help the results.

First you would need to think on what information we already have within the landmarks model on web, extract it, so you can populate alongside our train csv.

So for obtaining the information of these columns you would need to code, also to feed the model and test it out has coding involved.

Would you still want to work on it?

For now I'll leave it assigned to you, while you decide 😉

@sitamgithub-MSIT
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Ok. I am taking this up then.

cc: @KarinePistili

@KarinePistili
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Sure, assigned 👍

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