The repository has the code for which illustrates the IEML for the regression and classification problems.
- For the Classification problem the mnist dataset is taken from the keras.
- For the Regression problem the qsar_fish_toxicity dataset is taken from the UCI repository.
The following are the steps to replicate the exact results acquired:
- Satisify all the system and the tool, libraries requirements.
- Clone the Incremental Extreme Learning Machine repository in your local machine.
- Run the ielm_mnist.py and ielm_regression.py in a python IDE to get the final output