Prediction-Analysis-of-Interest-Rate-Using-Machine-Learning

Steps to Regenerate the Project:

Clone the Project into any directory of your choice Create a sub-folder called “Mice Data” inside the Data folder Download the Data from https://www.kaggle.com/wendykan/lending-club-loan-data and place it inside the “Original Data” in the Data folder Check Folders Under the Data Folder

Understanding the Data:

Notebook to Understand the Data more prominently

Cleansing, Preprocessing and EDA:

Notebooks to Cleanse and Preprocess Data, notebook to impute Missing Values using MICE, notebook to Normalize the Data

Feature Selection:

Notebook to Implement Feature Tools , Notebook to Select Features using LassoCV

Models:

This Folder Contains Sub-Folders with Notebooks to implement: