CHAPTER Logistic Regression
Generative and Discriminative Classifiers: The most important difference be-tween naive Bayes and logistic regression is that logistic regression is a discrimina-tive classifier while naive Bayes is a generative classifier. These are two very different frameworks for how to build a machine learning model. Consider a visual
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CHAPTER Logistic Regression - Stanford University
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www.web.stanford.eduELIZA The dialogue above is from ELIZA, an early natural language processing system that could carry on a limited conversation with a user by imitating the responses of a Rogerian psychotherapist (Weizenbaum,1966). ELIZA is a surprisingly simple program that uses pattern matching to recognize phrases like “I need X” and translate
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www.web.stanford.eduthat both sorts of peer pressures are observed (e.g., see Brown (1982), Brown, Clasen, and Eicher (1986), and Santor, Messervey, and Kusumakar (2000)), and so it is important to understand both types of peer pressure. While one might be tempted to conclude that positive peer pressure will be beneficial and negative
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