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Lightning-AI / dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises
https://lightning.ai/pages/courses/deep-learning-fundamentals/
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Breast image classification using deep learning #113

Open Musa1979 opened 3 months ago

Musa1979 commented 3 months ago

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 commented 3 months ago

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 commented 3 months ago

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.

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