/IPL-Score-Prediction

Primary LanguageJupyter Notebook

IPL-Score-Prediction

Problem Statement: Using the IPL dataset, Predict the score of your favourite team.

Solution Explaination and Results: Regression Models like KNN, Linear Regression, Decision Tree, Random Forest and XGBoost are used and are compared using various metrics and the results are displayed below:

image

Best results can be seen for the XGBoost model and the worst are for linear regression. The possible reason for the poor performance of the linear regression model is due to multicolinearity amongst the variables.

The Repository contains the following:

  1. Jupyter Notebook, containing the solution of the problem statement.
  2. Dataset for the probelem
  3. README.md file