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Support Vector Machine refers to "a set of related supervised learning methods that analyze data and recognize patterns, used for classification and regression analysis."

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Spatial coordinates (latitude and longitude) are non significant

I want to use latitude and longitude as a feature for models like SVM or Logistic Regression (both for classification). … I have tried to use decimal representation, I've also tried to scale it (for SVM) and the results were the same as without the latitude/longitude. …
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