Hello everyone, my name is Akshay. This is going to be my first Medium post and I would like to start with my favourite machine learning Algorithms.
I would try to keep my language as simple as possible so that it will help you to better understand how SVM works.
Support Vector Machines are supervised machine learning capable of performing linear or nonlinear classification, regression, and even outlier detection. SVMs are best for the classification of complex but small or medium-sized datasets.
In this figure- 1.1, we can see that 3 lines are fitting the data ( like Linear Regression…