I have a data-set which consists of multiple localities along with various features and I would like to rank each locality based on input features.
localityID | population | no.ofSchools | no.ofHospitals | no.ofStores | no.ofAmenities XYZ1 20000 1 10 14 20 XYZ2 15000 2 5 20 15 XYZ3 30000 5 2 20 10
The above is the Sample Data. I would like to perform SVMLight or Regression Analysis and obtain a score for each locality which I can use for Ranking.
Expected Sample Output
localityID | Score | Rank XYZ2 0.84 1 XYZ1 0.74 2 XYZ3 0.73 3
As much I have searched Google, I could not find any answers which can provide a solution. I am pretty new to Data Science and any inputs/suggestion will be really valuable.