Heart Failure Prediction with Python | Random Forest Classifier- Machine learning model | Project-03

Pubblicato il: 02 giugno 2023
sul canale di: Artificial Intelligence & Data Science

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In this tutorial, we aim to build up the heart disease prection system using Random forest (a machine learning model) classifier in Python.

The dataset link for this project is given in this description box.

Your queries:
Machine learning system for heart disease prediction
Heart disease detection using machine learning
Heart failure prediction with python
Heart failure detection with python using Machine learning
Machine learning project
Random forest classifier
Heart disease prediction using Random forest classifier
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This project has the following steps:

1 Importing the Libraries
2. Importing the Dataset
3. Taking Care of Missing Values
4. Taking Care of Duplicate Values
5. Data Processing
6. Encoding Categorical Data
7. Feature Scaling
8. Splitting The Dataset Into The Training Set And Test Set

9. Random Forest Classifier

10. Prediction on New Data

Dataset link:
https://drive.google.com/file/d/1iFgv...

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