linear-regression

When training a Machine Learning model several scenarios can occur: The model can overfit, which means that the model is learning too much about the training data, it is too complex and it pays attention to very specific or random patterns within it or also called noise. This is a Read more…

By David Andrés, 2 yearsOctober 12, 2022 ago

Machine Learning

Linear Regression

Linear regression is a supervised Machine Learning algorithm used for regression, which is a technique employed to predict continuous outcomes, that consists of fitting a line. It is easily interpretable thanks to its simplicity. Below is a graphical representation of Linear Regression for a single independent variable: Example of a Read more…

By David Andrés, 2 yearsSeptember 26, 2022 ago

linear-regression

Machine Learning

Regularization

Machine Learning

Linear Regression