Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

Linear discriminant analysis is typically carried out using Fisher's method. This method relies on the sample averages and covariance matrices computed from the different groups constituting the ...

We consider the supervised classification setting, in which the data consist of p features measured on n observations, each of which belongs to one of classes. Linear discriminant analysis (LDA) is a ...

Linear discriminant analysis (LDA) was applied on these parameters to differentiate the opiate addicts included in MMTP or in detoxification treatment and the healthy subjects.