Supervised_learning_project

[yadhu103]

Overview:
This pull request adds a new project called "Yadhu_ML_project" to the Supervised Learning section. It is about building a machine learning model that predicts medical insurance costs based on various features.

Changes

• Added a new folder Yadhu_ML_project under Supervised_Learning.
• Included the following files:
  • code.ipynb: Script for data cleaning and preprocessing
  • train_data.csv: dataset
    Purpose:
    The purpose of this project is to provide a comprehensive example of a supervised learning model. It aims to help new individuals to understand the steps involved in data preprocessing, model training, and evaluation.

About:

• Achieved a top R2 score of 0.903 with Random forest regressor.
• The project used pandas, numpy, and scikit-learn to run.
• Performed Kfold and Hyperparameter tuning techniques.