Overfitting and Underfitting explained with Examples

Explained Overfitting and Underfitting in a simpler form (Theoretically and practically).
The reason of poor performance of any algorithm in machine learning is either overfitting or underfitting the data.
What is Overfitting : When algorithm perform well on training data but performance is bad on test data.
What is Underfitting : Perform poor on training and test data.
If you do have any questions with what we covered in this video then feel free to ask in the comment section below & I'll do my best to answer your queries.
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[@Daniilchesunefedov]

You are a good teacher, thank you

[@CodeWithAarohi]

Glad you think so!

[@techinfo89]

like the practical way of teaching

[@CodeWithAarohi]

Thank you!

[@MdOsman-tj2dr]

Hello There
Thank you for the input. However, as you add more data in oversampling issue, I want to ask what is the other option apart from adding data.Coz in real world, I don't think we will be permissible to add more data in real time projects.
please reply, looking forward for your answer. Thank you

[@patientmuke7008]

Hi! What about the fitting model in term of accuracy differences? what should the acceptable difference between training data and test data in percentage ?

[@gursimranjitbajwa3556]

Very nice video

[@CodeWithAarohi]

Thanks

[@CodeWithAarohi]

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[@hirutabera1947]

thank you i like it

[@CodeWithAarohi]

I'm glad you like it

[@gaganmalhi1229]

Thanks to upload.it helping in my work👍🏻

[@CodeWithAarohi]

Most welcome 😊

[@ramapatipatra4814]

AWESOME

[@CodeWithAarohi]

Thanks 🤗

[@mahikhan5716]

wow lovely Aarohi

[@CodeWithAarohi]

Thank you!

[@nehalverma8063]

Thankyou!
Can you provide the link to the code?

[@piyushborhade9004]

can you provide the data sets for fruit dataset increased????

[@CodeWithAarohi]

github.com/saanyalasod/Fruits/blob/main/fruit%20data.csv

[@masudparbhez458]

good

[@CodeWithAarohi]

Thanks

[@harshalchaudhariflute1832]

can you provide the data sets?

[@CodeWithAarohi]

github.com/AarohiSingla/Aarohi/blob/master/fruit_dataset.csv

[@harshalchaudhariflute1832]

@@CodeWithAarohi thanks

[@piyushborhade9004]

can you provide the data sets for fruit dataset increased????

[@CodeWithAarohi]

github.com/saanyalasod/Fruits/blob/main/fruit%20data.csv