Class: ML::Learner::AdaptivePerceptronLearner

Inherits:

PerceptronLearner

• Object
• PerceptronLearner
• ML::Learner::AdaptivePerceptronLearner

Defined in:

lib/method/adaptive_perceptron.rb

Overview

Implementation of Adaptive Perceptron Learning Algorithm

Instance Attribute Summary

Attributes included from LinearToolbox

#current_vector

Instance Method Summary

• #initialize(dim, eta = 0.1) ⇒ AdaptivePerceptronLearner constructor

  Initialize an adaptive perceptron learner.

Methods inherited from PerceptronLearner

#train!

Methods included from LinearToolbox

#line, #predict

Methods included from Toolbox

#classify_error, #predict

Constructor Details

#initialize(dim, eta = 0.1) ⇒ AdaptivePerceptronLearner

Initialize an adaptive perceptron learner

Parameters:

• dim (Integer) —

  the number of dimension

• the (Float) —

  eta parameter

# File 'lib/method/adaptive_perceptron.rb', line 11

def initialize dim, eta = 0.1
  super(dim)
  @eta = eta
end