How to (almost) win Kaggle competitions

Very good read on how to win in a Kaggle competition. Useful hints!

Yanir Seroussi

Last week, I gave a talk at the Data Science Sydney Meetup group about some of the lessons I learned through almost winning five Kaggle competitions. The core of the talk was ten tips, which I think are worth putting in a post (the original slides are here). Some of these tips were covered in my beginner tips post from a few months ago. Similar advice was also recently published on the Kaggle blog – it’s great to see that my tips are in line with the thoughts of other prolific kagglers.

Tip 1: RTFM

It’s surprising to see how many people miss out on important details, such as remembering the final date to make the first submission. Before jumping into building models, it’s important to understand the competition timeline, be able to reproduce benchmarks, generate the correct submission format, etc.

Tip 2: Know your measure

A key part…

View original post 1,032 more words

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