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python-FSVM-fsgd

Python implementation of Fuzzy Support vector Machines. Uses of Fuzzy Vector Machine are:

  1. Removing Outliers
  2. Can be applied on the data where recent data is more priortized
  3. One class is more important than other

As an example i implimented Fuzzy SVM taking one class as more important Precision was increased from 97% to 100% Recall was increased from 97% to 100%

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