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Ordinal (ordered) logistic regression model. Used to model an ordered response â for example, low, medium, or high. Might also be called the ordinal multinomial logit model. Ordinal logistic models take into account the ordered nature of the response, which can result in simple, more powerful models.
Test Run - Multi-Class Logistic Regression Classification. I consider logistic regression (LR) classification to be the âHello, world!â of machine learning (ML). In standard LR classification, the goal is to predict the value of some variable that can take on just one of two categorical values. For example, you might want to predict a personâs sex (male or female) based on their height and annual income.