![]() ![]() Locally Estimated Scatterplot Smoothing (LOESS).Multivariate Adaptive Regression Splines (MARS).It is often called the statistical machine learning method. Regression is one of the oldest and most widely used statistical models. Regression can refer to the algorithm or a particular type of problem. Also, the following summary does not list all the existing algorithms (there are just too many). ![]() Some can be legitimately classified into multiple categories, such as support vector machine (SVM) can be a classifier, and can also be used for regression. It is far less than perfect but will help to show a bigger map of different algorithms. The categorization here is based on the structure (such as tree model, Regularization Methods) or type of question to answer (such as regression).The summary of various algorithms for data science in this section is based on Jason Brownlee’s blog “(A Tour of Machine Learning Algorithms).” I added and subtracted some algorithms in each category and gave additional comments. ![]()
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |