Laptop price prediction model using XGB, Ridge, Lasso and SciKit-learn's Linear Regression. In the end, I deployed the best one using Joblib and Gradio.
-
Updated
Nov 5, 2023 - Python
Laptop price prediction model using XGB, Ridge, Lasso and SciKit-learn's Linear Regression. In the end, I deployed the best one using Joblib and Gradio.
This model trains according to the data and makes a Polynomial Regression curve of degree 16. The model is regularized using Lasso regression. It also compares the predicted values with original outputs and for different alphas.
Add a description, image, and links to the lasso-regression-model topic page so that developers can more easily learn about it.
To associate your repository with the lasso-regression-model topic, visit your repo's landing page and select "manage topics."