My education in the fundamentals of machine learning has mainly come from Andrew Ng's excellent Coursera course on the topic. One thing that wasn't covered in that course, though, was the topic of ...

This is an implementation of the research paper "A Short Introduction to Boosting" written by Yoav Freund and Robert E. Schapire. Machine Learning algorithms specially those concerning classification ...

Machine learning algorithms are categorised into strong learners and weak learners based on their predictive capabilities. Boosting is an ensemble learning method that enhances the performance of weak ...