Multinomial logistic regression is a statistical method used for classifying multiclass problems by predicting the probabilities of different outcomes based on independent variables. It is also known as polytomous LR, softmax regression, mlogit, MaxEnt classifier, and conditional maximum entropy model.
University of Washington
Winter 2022
This course provides a comprehensive overview of Natural Language Processing (NLP), including core components like text classification, machine translation, and syntax analysis. It offers two project types: implementation problem-solving for CSE 447, and reproducing experiments from recent NLP papers for CSE 517.
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