change remove_numbers_fun with change_numbers_fun #1
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line 95
[0-9] changed to [0-9]+
"" to be replaced with 'number'.
It is the processing step that Stanford's ML course took when building a spam classifier. I think it is a huge mistake to remove numbers altogether.
Boolean remove_numbers changed to change_numbers as well.