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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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Cleaning functions update #42

Closed utkuozbulak closed 7 years ago

utkuozbulak commented 7 years ago

See #38

utkuozbulak commented 7 years ago

With this model we have a list of column names, it looks like:

['excellent', 'graduate', 'immediate', 'junior', 'urgent', 'contract_type_is_nan', 'contract_type_is_part_time', 'contract_type_is_full_time', 'contract_time_is_nan', 'contract_time_is_permanent', 'contract_time_is_contract', 'bin_company_0', 'bin_company_1', ...

to do #41 we just need a function that takes string column name(or partial column name) as an argument and removes that feature