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"It may be that we never figure it out, that it is a property we can never get at because it is simply not predictable," Eastwick said. "Romantic desire may well be more like an earthquake, involving a dynamic and chaos-like process, than a chemical reaction involving the right combination of traits and preferences." University of Utah. A magic formula to predict attraction is more elusive than ever: Study finds machine learning can predict aspects of attraction, but not the perfect soul mate." Science Daily.

You don’t want to get too caught up in someone else’s problems, triumphs and failures, and forget to be experiencing your own.

Joel and her colleagues used a cutting-edge machine learning algorithm to test whether it was possible to predict unique romantic desire based on participants' questionnaire responses and before the individuals met. They found it was possible to predict the overall tendency for someone to like and to be liked by others -- but not which two particular people were a match.

"We found we cannot anticipate how much individuals will uniquely desire each other in a speed-dating context with any meaningful level of accuracy," Joel said.

"I thought that out of more than 100 predictors, we would be able to predict at least some portion of the variance.

I didn't expect we would find zero." It would be great if people were able to circumvent the hassle and heartache of the dating process by entering information into a computer and having it produce the perfect soul mate, Joel said.

The researchers used data from two samples of speed daters, who filled out questionnaires about more than 100 traits and preferences and then met in a series of four-minute dates.

Afterward, the participants rated their interactions, indicating level of interest in and sexual attraction to each person they met.Still, more importantly, there is enough of an arc here that it still feels like a satisfying standalone viewing experience.As writer Quinn Marcus relates to Short of the Week:“I thought it was interesting that as a gay woman, I was having the same issues in dating as my straight guy friends. And dating at 23 is very different than dating in college or dating in your late 20s. It’s hard to care about someone else when you’re solely enveloped by yourself.Joel also will present the findings at TEDx Salt Lake City on Sept.9 at Kingsbury Hall on the University of Utah campus.And, with said growth comes the maturity to admit that maybe “blame” can’t always be cast off on others.