CSE 176 Machine Learning, Fall 2021 UCMerced
Project 1
Part 1:
Binary classification of subset of MNISTmini dataset (10x10 pixel image data).
Differentiate (4 vs 8) using scikit-learn logistic regression and random forest.
Part 2:
Full MNIST classification using XGBoost/CatBoost
Classify emotions of facial images using XGBoost/CatBoost
Regression of superconductor critical temperatures using XGBoost/CatBoost