Speed dating model

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I published Using machine learning to predict romantic compatibility: empirical results on December 17th 2014, where I begin to describe what I discovered.Over the coming weeks, I'll finish presenting the results, and discuss my methodology.Because we construct features by using examples other than the one that we're trying to make a prediction about, splitting up an event between train and test sets gives rise to a situation where the train set is's contaminated with the variable that we're trying to predict, so random forest models end up being a poor choice. I initially used hundreds of randomly generated train/test splits for cross validation, and later realized that doing doesn't add clarity beyond that offered by the simpler method of doing cross validation at the level of individual events.Visuals The folder contains some visualizations that are helpful in understanding the dataset, but is currently very incomplete.Scratch work This contains code that I used to select features.I still need to clean this up: it's incomplete and may not compile.

The activity used is a variation on the popular practice of speed dating.If a mutual interest is noted, speed-dating organizers provide each party with the other's phone number.Speed dating, established by Rabbi Yaacov Deyo in 1999, is based on a Jewish tradition of chaperoned gatherings of young Jewish singles.Originally intended as a way of keeping Jewish singles from marrying outside the faith; the speed-dating movement has flourished in both Jewish and secular communities throughout the world.For many singles tired of the bar scene and weary of blind dates, speed dating offers a fun and safe alternative.

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