Abstract: Traditional logistic regression analysis is widely used in the binary classification problem, but it has many iterations and it takes a long time to train ...

This page works through an example of fitting a logistic model with the iteratively-reweighted least squares (IRLS) algorithm. If you'd like to examine the algorithm in more detail, here is Matlab ...

Abstract: The identification of the exact positions of the first and second heart sounds within a phonocardiogram (PCG), or heart sound segmentation, is an essential step in the automatic analysis of ...