Multinomial Logistic Regression Example. Examples of multinomial logistic regression example 1. By performing a multinomial logistic regression the studio can determine the strength of influence a person s age gender and dating status has upon the type of film they prefer.
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The multinomial logistic regression model will be fit using cross entropy loss and will predict the integer value for each integer encoded class label. In multinomial logistic regression the interpretation of a parameter estimate s significance is limited to the model in which the parameter estimate was calculated. Multinomial regression is similar to discriminant analysis.
Examples of multinomial logistic regression.
Multinomial logistic regression models how multinomial response variable y depends on a set of k explanatory variables x x 1 x 2 dots x k. We can study the relationship of one s occupation choice with education level and father s occupation. We can study the relationship of one s occupation choice with education level and father s occupation. People s occupational choices might be influenced by their parents occupations and their own education level.
