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Heart Predection

This project aims to Find a model with good accuracy to identify if a person has a Heart disease or not.

In the model Data Analysis has also been performed

Dataset

Dataset used can be dowloaded from here

Setup instructions


Prerequisites

Experience with jupyter notebook or google colab.

Knowledge of following is recomended:

pandas

matplotlib

Steps followed

Step 1. Data Preprocessing.

Step 2. Data visualization of data.

Step 3. Standardisation.

Step 4. Applying different models.

Conclusion

  • Logistic regression gives the best accuray that is 85%.

Author

A.S.L.Manasa