Deep Mining by HDI-Project, CSAIL, MIT

This project is part of the Human Data Interaction project at CSAIL, MIT. The Deep Mining project aims at finding the best hyperparameter set for a Machine Learning pipeline. A pipeline example for the handwritten digit recognition problem is presented below. Some hyperparameters indeed need to be set carefully, as the degree for the polynomial kernel of the SVM. Choosing the value of such hyperparameters can be a very difficult task and this project's goal is to make it much easier.