Machine Learning | Multivariate Linear Regression
Multivariate Linear Regression is similar to linear regression but instead of having single dependent variable Y, we have multiple output variables. It may be written as,
Y = XB + U
Category: Machine Learning
Machine Learning | Multiple Linear Regression
In the last post we learnt about Linear regression with one variable. What if, we have more than one independent variables or features.
As we could see, with more independent variables, our model exactly fits the training data.
Python Machine Learning Libraries
Python has several ML libraries but major libraries that are used are the following:
Numpy, Scikit-Learn, Pandas..
Introduction to Machine Learning | Linear Regression
Supervised Learning
Classification: It is the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known.