submission commit

This is such a mess! generate_solution.R is how I generated the solution. The solutions are in test_data.csv. 

Like others have said, couldn't find much information in this data set. I get an average accuracy of about 57% upon cross-validation (though sometimes up to 63%), I'd like to see the strategy of the person that wins.

There are a lot of philosophical questions to follow up with as well: is being facebook friends a real measure of compatibility? Most of my predictors were along the lines of "If you already have a lot of facebook friends, you are more likely to 'friend' a person you meet", which makes sense but is unrelated to the question you are trying to answer with this.