Time Series Analysis and Prediction
In this we have used SARIMAX for time series prediction on Superstore data
The RMSE error of our forecasts is 151.64
In this we used 2 models for time series forecasting on vix_2011_2019 data
1. Neural Network with one hidden layer(12 neurons)
The R2 score on the Train set is: 0.902 The R2 score on the Test set is: 0.797
2. Long-Short Term Memory network with with one hidden layer(7 neurons)
The R2 score on the Train set is: 0.888 The R2 score on the Test set is: 0.773
Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.
- Sushant Gundla - Github Profile