Improve Model Accuracy to 98.89% #67
Description
This pull request includes improvements to the model that have resulted in a higher accuracy compared to the previous implementation. Key details are as follows:
Previous Accuracy: 98.77%
Current Accuracy: 98.89%
Changes Introduced
Improved preprocessing techniques and interpolation for handling missing data.
Adjusted the architecture of the LSTM model to better capture sequential patterns in the dataset.
Optimized hyperparameters for training, resulting in lower loss and MAE.