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THIS IS STROKE PREDICTION WITH SUPERVISED LEARNING MODEL WITH SEVERAL STEPS.

sklearn version 1.5.2

THE LIBRARY USED: numpy pandas matplotlib.pyplot seaborn imblearn warnings pickle

have to !pip install all the library above.

And i use 4 model to do the prediction: Random Forest, Decision Tree XGB, KNN and Naive Bayes. Then choose the highest accuracy.

THANKS

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Machine learning notebook for stroke prediction using healthcare data preprocessing and model evaluation.

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