Support Vector Machine Kernels: explanation of the math driving this beautyWe know Support Vector Machine algorithms need optimized hyperplanes to maximize the distance between the hyperplane and the support…Oct 29, 2020Oct 29, 2020
How Lagrangian and Linear Algebra combine to produce Support Vector MachineI must note that while I have had better accuracy in real life using algorithms like XG Boost classifier, Gradient Boost classifier and…Oct 27, 2020Oct 27, 2020
The math behind Logistic regressionLet’s start with what Logistic Regression is not. A regression algorithm is supposed to predict a set of continuous values. This is not a…Oct 26, 20201Oct 26, 20201
Linear Regression basicsWhen I was a math tutor I used to collate student’s results each term. I noticed how students tended to have similar scores for math and…Oct 25, 2020Oct 25, 2020
