“Most of the problems you will face are, in fact, engineering problems. Even with all the resources of a great machine learning expert, most of the gains come from great features, not great machine learning algorithms. So, the basic approach is:
This approach will make lots of money and/or make lots of people happy for a long period of time. Diverge from this approach only when there are no more simple tricks to get you any farther. Adding complexity slows future releases.”
Developers are recommended to use a variety of Artificial Intelligence algorithms in general and Machine Learning in specific to discover new relations between different features in the chosen challenge to propose a solution for their defined problem.
The following performance measurement parameters will be taken into account through the judging process (Model/ code judging criteria will be In terms of: