trishitkb/Breast_Cancer_Detection_Project ? reverse-engineered prompt

Build me a breast cancer prediction app that can take tumor measurements and tell whether it looks benign or malignant.

I want the full flow working, from data prep and training in the notebook to a simple backend API and a clean dashboard in the browser. The notebook should handle loading the dataset, cleaning it, exploring it a bit, training a model, and saving anything needed for prediction. The API should expose an endpoint I can send patient data to and get back a clear prediction, and the dashboard should let me enter values and see the result in a friendly way.

If it makes sense, include a small explanation of how confident the model is or why it made the prediction, and make sure the project is easy to run locally from the README instructions. Keep the UI simple and practical, and look up current docs online if you need to.