Everything about Boosting: Part 1 – Motivation and the history of Boosting

This is the every first tutorial that I have written. The topic is about boosting. In this tutorial, I will go through many aspects of boosting, from the motivation, history to state of the art boostings and how to use boosting in an effective way. Along the way, I will cover some relevant jargon that … Continue reading Everything about Boosting: Part 1 – Motivation and the history of Boosting

StratifiedKFold and StratifiedShuffleSplit in Sklearn

What is the difference between StratifiedKFold and StratifiedShuffleSplit in sklearn ? StratifiedKFold is a variation of KFold. First, StratifiedKFold shuffles your data, after that splits the data into n_splits parts and Done. Now, it will use each part as a test set. Note that it only and always shuffles data one time before splitting. With shuffle … Continue reading StratifiedKFold and StratifiedShuffleSplit in Sklearn

Real English Conversation #1

1, Odd jobs: Part-time/unimportant jobs 2, to an extent: to a limit 3, to acclimate to sth: get used to 4, It took a lot of guts to do sth: It took courage 5, to hash something out: to talk about something with someone else in order to reach agreement about it. Example: You two hash out the details of the presentation. … Continue reading Real English Conversation #1