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.action_button.action_button:active.action_button:hover.action_button:focus,.action_button:hover.action_button:focus .count,.action_button:hover .count.action_button:focus .count:before,.action_button:hover .count:bullet. Error Banner.fade_out.modal_overlay.modal_overlay .modal_wrapper.modal_overlay [email protected](max-width:630px)@media(max-width:630px).modal_overlay .modal_fixed_close.modal_overlay .modal_fixed_close:before.modal_overlay .modal_fixed_close:before.modal_overlay .modal_fixed_close:before.modal_overlay .modal_fixed_close:hover:before. Each matching attribute is assigned a different weight depending on how important it is to the user.For example, if you prefer blondes, but really have nothing against brunettes and redheads, then you can rank that attribute as very low.Sajari can also use training data to create your match score for you.This process analyses the text and meta information of your data and then uses multivariable regression and random forest algorithms to create a match score configuration that best replicates your training data.
Some sites, like match.com, allow users to specify how important each attribute is.
Sajari has built in features to compare numbers, lists, categories, free text, location and more.
Any attribute can be weighted in your match score, the weightings can even be derived for you! Your match score configuration can also integrate structured data, such as price, time, locations, categories, machine learning classifiers and much more.
On how numbers can help find love"When the choice was: Do I want my love life determined by a psychologist or a mathematician, I pick mathematician every day of the week...
We fundamentally believe that the way to predict compatibility is to rely on data and and to allow people to customize an algorithm that would take into account their preferences and their lifestyle to cull through the millions of profiles we had to find the people that were most compatible with them.”"I would say the larger the pool you have to select from, the more likely you are to find the most compatible person for you, if you have the right algorithms working on your behalf.
It’s safe to say they are very intricate and complicated.