Class: Liblinear::Problem

Inherits:
Object
  • Object
show all
Includes:
Liblinear, Liblinearswig
Defined in:
lib/liblinear/problem.rb

Constant Summary

Constants included from Liblinear

L1R_L2LOSS_SVC, L1R_LR, L2R_L1LOSS_SVC_DUAL, L2R_L1LOSS_SVR_DUAL, L2R_L2LOSS_SVC, L2R_L2LOSS_SVC_DUAL, L2R_L2LOSS_SVR, L2R_L2LOSS_SVR_DUAL, L2R_LR, L2R_LR_DUAL, MCSVM_CS, VERSION

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Liblinear

#array_to_hash, #convert_to_feature_node_array, #double_array_c_to_ruby, #free_double_array, #free_int_array, #int_array_c_to_ruby, #max_index, #new_double_array, #new_int_array

Constructor Details

#initialize(labels, examples, bias = -1)) ⇒ Problem

Returns a new instance of Problem.

Parameters:

  • labels (Array <Double>)
  • examples (Array <Double, Hash>)
  • bias (Double) (defaults to: -1))

Raises:

  • (ArgumentError) 


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# File 'lib/liblinear/problem.rb', line 12

def initialize(labels, examples, bias = -1)
  unless labels.size == examples.size
    raise ArgumentError, 'labels and examples must be same size'
  end
  @prob = Liblinearswig::Problem.new
  @labels = labels
  c_labels = new_double_array(@labels)
  @examples = examples
  @bias = bias
  @max_example_index = max_index(@examples)
  @example_matrix = feature_node_matrix(examples.size)
  @c_example_array = []

  set_example_matrix

  @prob.tap do |p|
    p.y = c_labels
    p.x = @example_matrix
    p.bias = bias
    p.l = examples.size
    p.n = @max_example_index
    p.n += 1 if bias >= 0
  end
end

Instance Attribute Details

#examples ⇒ Object (readonly)

Returns the value of attribute examples.



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# File 'lib/liblinear/problem.rb', line 6

def examples
  @examples
end

#labels ⇒ Object (readonly)

Returns the value of attribute labels.



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# File 'lib/liblinear/problem.rb', line 6

def labels
  @labels
end

#prob ⇒ Object

Returns the value of attribute prob.



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# File 'lib/liblinear/problem.rb', line 5

def prob
  @prob
end

Instance Method Details

#set_example_matrix ⇒ Object 



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# File 'lib/liblinear/problem.rb', line 37

def set_example_matrix
  @examples.size.times do |index|
    c_example = convert_to_feature_node_array(@examples[index], @max_example_index, @bias)
    @c_example_array << c_example
    feature_node_matrix_set(@example_matrix, index, c_example)
  end
end