Module: SVMKit::Base::Classifier

Included in:
KernelMachine::KernelSVC, LinearModel::LogisticRegression, LinearModel::SVC, Multiclass::OneVsRestClassifier, NearestNeighbors::KNeighborsClassifier
Defined in:
lib/svmkit/base/classifier.rb

Overview

Module for all classifiers in SVMKit.

Instance Method Summary collapse

Instance Method Details

#fit ⇒ Object

An abstract method for fitting a model.

Raises:

  • (NotImplementedError) 


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# File 'lib/svmkit/base/classifier.rb', line 7

def fit
  raise NotImplementedError, "#{__method__} has to be implemented in #{self.class}."
end

#predict ⇒ Object

An abstract method for predicting labels.

Raises:

  • (NotImplementedError) 


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# File 'lib/svmkit/base/classifier.rb', line 12

def predict
  raise NotImplementedError, "#{__method__} has to be implemented in #{self.class}."
end

#score ⇒ Object

An abstract method for calculating classification accuracy.

Raises:

  • (NotImplementedError) 


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# File 'lib/svmkit/base/classifier.rb', line 17

def score
  raise NotImplementedError, "#{__method__} has to be implemented in #{self.class}."
end