SVMTutorial-MLforBio

This is the SVM tutorial notebook for ML for Bioinformatics course (Spring2020) students. The tutorial videos in Farsi can be downloaded from this link.

This tutorial covers:

• training a scikit-learn Support Vector Classifier
• analyzing the margins and boundaries
• distinguishing support vectors
• using different kernels
• obstacles in classification (high dimension)
• employing PCA and LDA for dimensionality reduction

Instructors:

Ali Sharifi-Zarchi & Mohammad Hossein Rohban

Course Title:

Machine Learning for Bioinformatics