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Multinomial logistic regression
Formal sciences
Statistics
Data analysis
Regression analysis
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Linear Classification Models: From Binary to Multiclass
Explores the extension of linear classifiers to handle multiclass problems and compares their performance on various datasets.
Support Vector Machine and Logistic Regression
Explains support vector machine and logistic regression for classification tasks, emphasizing margin maximization and risk minimization.