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Regression can be used on categorical responses to estimate probabilities and to classify.
I predict you'll find this logistic regression example with R to be helpful for gleaning useful information from common binary classification problems.
The Fisher information matrix for the estimated parameters in a multiple logistic regression can be approximated by the augmented Hessian matrix of the moment-generating function for the covariates.
Learn how to implement Logistic Regression from scratch in Python with this simple, easy-to-follow guide! Perfect for beginners, this tutorial covers every step of the process and helps you ...