Mar 29, 2024  
School of Graduate Studies Calendar, 2022-2023 
    
School of Graduate Studies Calendar, 2022-2023 [-ARCHIVED CALENDAR-]

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CHEM ENG 787 / Machine Learning : Classification Models

1.5 unit(s)

Cross-listed as SEP 787  and MECH ENG 787  

Prerequisite(s): Working knowledge of one of the programming languages (Python, C++, C#, MATLAB).
Must be enrolled in CHEM ENG. 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.



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