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Overfitting makes linear regression and logistic regression perform poorly. A technique called "regularization" aims to fix the problem for good. written on September 02, 2018
Preparing the logistic regression algorithm for the actual implementation. written on October 29, 2017
Get your feet wet with another fundamental machine learning algorithm for binary classification. written on July 17, 2017
Finding the best-fitting straight line through points of a data set. written on April 01, 2016
What machine learning is about, types of learning and classification algorithms, introductory examples. written on March 12, 2016