CheatSearch

[gusl]

Last month, I defined an interface called SemLearningMethod, which outputs given data. PcSearch, being a way to learn SEMs, implements SemLearningMethod. Likewise for Shimizu2006Search.

I needed a golden standard to compare these methods to. I made one and named it CheatSearch... it's a wonderful algorithm that performs as well as is theoretically possible.

I keep having to treat CheatSearch as an exception. In my latest experiments, I'm trying to tune parameters so as to minimize the mean loss. Guess who is the all-around champion? CheatSearch!