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ML-WOMEN-SAFETY

Here is a Machine Learning Model that is used to predict if a place is safe for women.The data set is locally collected from different places in Chennai.

This was developed using R.

FEATURES/PARAMETERS INCLUDED

1.Area

2.Human Population

3.Time

4.Presence of Police Station

5.Presence of Bar

6.Vigilance of Police in that Area

OUTPUT FORMAT

The model then presents if the time and place of visit is SAFE or UNSAFE

HEADS UP!

  • The data sets is available here and it's corresponding numeric encoded data set file can be found here.

  • Principal Component Analysis is done in pca.r

  • Run using main.r