Regression

MachineX: Simplifying Logistic Regression

March 28, 2018August 20, 2018ML, AI and Data Engineering, Studio-Scalalogistic regression, Machine Learning, Regression, Statistics

Reading Time: 3 minutes Logistic regression is one of the most popular machine learning algorithms for binary classification. This is because it is a simple algorithm that performs very well on a wide range of problems. It is used when you know that the data is linearly separable/classifiable and the outcome is Binary or Dichotomous but it can be extended when the dependent has more than 2 categories. It Continue Reading

SMILE because Regression is easy with Scala

June 14, 2017July 19, 2018Studio-ScalaLasso, Machine Learning, Regression, Ridge, smile

Reading Time: 4 minutes When we think about Regression in Machine Learning, what usually comes in mind are these two techniques: Linear and Logistic regressions. These forms of Regression are considered most used and that’s why they became the most popular. But the truth is, there are many other Regression techniques and all have their significant use in Machine Learning depending on the situation. So in this blog we Continue Reading