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Breast image classification using deep learning

Open Musa1979 opened this issue 1 year ago • 2 comments

Good evening. My code snipped for classifying breast cancer image is not generalizing well. How do I improve the model performance to produce "accuracy, precision and recall" of over 98%

Musa1979 avatar Jun 29 '24 23:06 Musa1979

Hi there,

unfortunately, there is no one-size-fits-all solution. Often, the biggest improvement can be made by improving the dataset (collecting more samples, cleaning the data, etc.). Then, algorithm selection and hyperparameter tuning.

rasbt avatar Jun 30 '24 12:06 rasbt

Thanks alot

On Sun, Jun 30, 2024, 1:08 PM Sebastian Raschka @.***> wrote:

Hi there,

unfortunately, there is no one-size-fits-all solution. Often, the biggest improvement can be made by improving the dataset (collecting more samples, cleaning the data, etc.). Then, algorithm selection and hyperparameter tuning.

— Reply to this email directly, view it on GitHub https://github.com/Lightning-AI/dl-fundamentals/issues/113#issuecomment-2198540367, or unsubscribe https://github.com/notifications/unsubscribe-auth/AP5NQMZ3TUDVVBTXH6N2TRLZJ7YK7AVCNFSM6AAAAABKDR2LBWVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCOJYGU2DAMZWG4 . You are receiving this because you authored the thread.Message ID: @.***>

Musa1979 avatar Jun 30 '24 13:06 Musa1979