This is a Machine Learning model developed with "Decision Trees Algorithm" and "Random Forest Algorithm" to predict the turnover of HDFC bank with a given dataset of the previous turnovers and features.
If you have the Quandle Python package already installed, you can use the following link: quandl.get("NSE/HDFCBANK", authtoken="2cyV3fZdJPmYmTXmBhXC")
No feature scaling used as Decision Tree and Random Forest do it internally.
No cross-validation used as the training set already had 4947 entries. Since we had to predict only one entry, we would get a more accurate result.
Actual Turnover(dated 18th January, 2018): ₹16654
Predicted Turnover(dated 18th January, 2018): ₹13583