Contents

module SVMKit
  module Base
    # Module for all classifiers in SVMKit.
    module Classifier
      # An abstract method for fitting a model.
      def fit
        raise NotImplementedError, "#{__method__} has to be implemented in #{self.class}."
      end

      # An abstract method for predicting labels.
      def predict
        raise NotImplementedError, "#{__method__} has to be implemented in #{self.class}."
      end

      # An abstract method for calculating classification accuracy.
      def score
        raise NotImplementedError, "#{__method__} has to be implemented in #{self.class}."
      end
    end
  end
end

Version data entries

10 entries across 10 versions & 1 rubygems

Version	Path
svmkit-0.2.5	lib/svmkit/base/classifier.rb
svmkit-0.2.4	lib/svmkit/base/classifier.rb
svmkit-0.2.3	lib/svmkit/base/classifier.rb
svmkit-0.2.2	lib/svmkit/base/classifier.rb
svmkit-0.2.1	lib/svmkit/base/classifier.rb
svmkit-0.2.0	lib/svmkit/base/classifier.rb
svmkit-0.1.3	lib/svmkit/base/classifier.rb
svmkit-0.1.2	lib/svmkit/base/classifier.rb
svmkit-0.1.1	lib/svmkit/base/classifier.rb
svmkit-0.1.0	lib/svmkit/base/classifier.rb