[BUG] Mismatched Feature Names in Model Prediction #57
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bug
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gssoc-ext
GSSoC'24 Extended Version
hacktoberfest
Hacktober Collaboration
hacktoberfest-accepted
Hacktoberfest 2024
level2
25 Points 🥈(GSSoC)
Has this bug been raised before?
Description
The feature names in model prediction are mismatching. It is resulting in a warning message.
![Screenshot 2024-10-06 082827](https://private-user-images.githubusercontent.com/161150398/373919004-a23d535b-8c52-4d18-a565-23fadf3a0437.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg4ODUyMzQsIm5iZiI6MTczODg4NDkzNCwicGF0aCI6Ii8xNjExNTAzOTgvMzczOTE5MDA0LWEyM2Q1MzViLThjNTItNGQxOC1hNTY1LTIzZmFkZjNhMDQzNy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA2JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwNlQyMzM1MzRaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zZGUzY2M4ZGVkZmI0NjI1OWViYTg4YTRmNGJjYmQwM2YwYjY4ZjVmZjllZWFkZjkxOGVlOTRjMjUwNWNjMzAxJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9._g-__mjMlqaTKF9csvatY95YwA8pVzF7W9RqzAp7HVI)
![Screenshot 2024-10-06 082851](https://private-user-images.githubusercontent.com/161150398/373919007-179b75ab-025f-4244-ac74-4a029f407ac0.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg4ODUyMzQsIm5iZiI6MTczODg4NDkzNCwicGF0aCI6Ii8xNjExNTAzOTgvMzczOTE5MDA3LTE3OWI3NWFiLTAyNWYtNDI0NC1hYzc0LTRhMDI5ZjQwN2FjMC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA2JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwNlQyMzM1MzRaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1iYzJkOWFhZDdiYWY1YzUwN2NmYzI4ZmEzZGVmMjU3Yjc1MWY3NWEzMzYxNTRkZWY1OGM0MjIwYjcxZDcxMGU2JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.tO9cNjj4EMze0P2U4IdY1pM2r5hvwPCJoH7H4ibvMFQ)
![Screenshot 2024-10-06 082910](https://private-user-images.githubusercontent.com/161150398/373919012-f4371190-acd7-4d1b-8a4e-552f3a716a74.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg4ODUyMzQsIm5iZiI6MTczODg4NDkzNCwicGF0aCI6Ii8xNjExNTAzOTgvMzczOTE5MDEyLWY0MzcxMTkwLWFjZDctNGQxYi04YTRlLTU1MmYzYTcxNmE3NC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA2JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwNlQyMzM1MzRaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1mNjUyMDEwZWM4MTkzZTg3NGNkYjE2OTdmMjg5YjVkNWQyODFmNWQ2MGI0OWM4ODU2YTg1MGZiYmNkN2Q0YTRiJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.0ciRaAyXVWwZNfAKT3F-MtOZT0Rlj90CNR23fxBlT88)
Steps to Reproduce
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Screenshots
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Do you want to work on this issue?
Yes
If "yes" to the above, please explain how you would technically implement this.
I will provide the model the required number of features so that it predicts properly
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