Artificial intelligence by Mahesh Pon

Artificial intelligence by Mahesh Pon

Author:Mahesh, Pon [Mahesh, Pon]
Language: eng
Format: epub
Published: 2020-05-30T16:00:00+00:00


So, to sum it up, SVM is used to classify data by using a hyperplane, such that the distance between the hyperplane and the support vector is maximum. Now this distance is nothing but the margin. Now let's try to solve a problem.

Let's say that I input a new data point and I want to draw a hyperplane such that it best separates these two classes. So what do I do? I start out by drawing a hyperplane, and then I check the distance between the hyperplane and the support vectors. So, basically here, I'm trying to check if the margin is maximum for this hyperplane. But what if I drew the hyperplane like this? The margin for this hyperplane is clearly being more than the previous one.



Download



Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.