This demo showcases a Sales Forecasting Model created using a Random Forest based Regression Classifier.
Hello !!!
In order to use the Forecasting Model, please go through the following instructions:
- Please ensure to have the following libraries installed: pandas, numpy, sklearn, matplotlib, itertools, statsmodels, datetime
- Once installed please download the files and run the A3_demo.ipynb file in a jupyter notebook
- If Jupyter is not available a python version (of the same name) can be run as well
- Once running the jupyter notebook (or python) file, the program displays the Mean Absolute Error by evaluating on the test set.