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soton-data-mining / job-salary-prediction

A regression problem, predicting salaries of jobs in UK based on various criteria
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Super Issue - NLP: Generate value out of full description #5

Open utkuozbulak opened 7 years ago

utkuozbulak commented 7 years ago

We don't know if full description improves the accuracy or not. Maybe we can extract some key words like: 'exceptional','ninja','ping pong table', @arahayrabedian say: "you never know, right ? "

Its very open, be enthusiastic about it

blanche commented 7 years ago

Im going to start this using IDF to extract the keywords This issues seams very broad though?

utkuozbulak commented 7 years ago

It is very broad, not sure if we can generate value out of full desc. we will try and see I guess.

andreaseliasson commented 7 years ago

I will help out on this. Seem to be many different ways to select possibly relevant key features from the full description, so I guess we can work independently to come up with different outcomes here.

utkuozbulak commented 7 years ago

@andreaseliasson I think we already did some overlapping work with Lukas, let's have a quick chat tomorrow on what we did so far and focus on different aspects

andreaseliasson commented 7 years ago

@utkuozbulak Alright 👍