Breast image classification using deep learning

[Musa1979]

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%

[rasbt]

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.

[Musa1979]

Thanks alot

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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 <#113 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AP5NQMZ3TUDVVBTXH6N2TRLZJ7YK7AVCNFSM6AAAAABKDR2LBWVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCOJYGU2DAMZWG4> . You are receiving this because you authored the thread.Message ID: ***@***.***>