SEP 787 / Machine Learning : Classification Models

1.5 unit(s)

Cross-listed as CHEM ENG 787 and MECH ENG 787

Prerequisite(s): Working knowledge of one of the programming languages (Python, C++, C#, MATLAB).
Must be enrolled in SEPT. However, permission will be granted to other students from other graduate programs with department consent.

Classification Models: Discriminant analysis and other linear classification. Linear Support Vector Machine. Nonlinear classification models. Classification Trees and Rule based models. Remedies for severe class imbalance.