Class: OCI::AiLanguage::Models::TextClassificationModelEvaluationResult

Inherits:
EvaluationResultSummary show all
Defined in:
lib/oci/ai_language/models/text_classification_model_evaluation_result.rb

Overview

Possible TXTC model error analysis

Instance Attribute Summary collapse

Attributes inherited from EvaluationResultSummary

#defined_tags, #freeform_tags, #model_type

Class Method Summary collapse

Instance Method Summary collapse

Methods inherited from EvaluationResultSummary

get_subtype

Constructor Details

#initialize(attributes = {}) ⇒ TextClassificationModelEvaluationResult

Initializes the object

Parameters:

  • attributes (Hash) (defaults to: {}) —

    Model attributes in the form of hash

Options Hash (attributes):

  • :freeform_tags (Hash<String, String>) —

    The value to assign to the #freeform_tags proprety

  • :defined_tags (Hash<String, Hash<String, Object>>) —

    The value to assign to the #defined_tags proprety

  • :location (String) —

    The value to assign to the #location property

  • :true_labels (Array<String>) —

    The value to assign to the #true_labels property

  • :predicted_labels (Array<String>) —

    The value to assign to the #predicted_labels property



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 63

def initialize(attributes = {})
  return unless attributes.is_a?(Hash)

  attributes['modelType'] = 'TEXT_CLASSIFICATION'

  super(attributes)

  # convert string to symbol for hash key
  attributes = attributes.each_with_object({}) { |(k, v), h| h[k.to_sym] = v }

  self.location = attributes[:'location'] if attributes[:'location']

  self.true_labels = attributes[:'trueLabels'] if attributes[:'trueLabels']

  raise 'You cannot provide both :trueLabels and :true_labels' if attributes.key?(:'trueLabels') && attributes.key?(:'true_labels')

  self.true_labels = attributes[:'true_labels'] if attributes[:'true_labels']

  self.predicted_labels = attributes[:'predictedLabels'] if attributes[:'predictedLabels']

  raise 'You cannot provide both :predictedLabels and :predicted_labels' if attributes.key?(:'predictedLabels') && attributes.key?(:'predicted_labels')

  self.predicted_labels = attributes[:'predicted_labels'] if attributes[:'predicted_labels']
end

Instance Attribute Details

#location ⇒ String

[Required] For CSV format location is rowId(1 is header) and for JSONL location is jsonL line sequence(1 is metadata)

Returns:

  • (String) 


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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 14

def location
  @location
end

#predicted_labels ⇒ Array<String>

List of predicted labels by custom multi class or multi label TextClassification model

Returns:

  • (Array<String>) 


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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 22

def predicted_labels
  @predicted_labels
end

#true_labels ⇒ Array<String>

[Required] List of true(actual) labels in test data for multi class or multi label TextClassification

Returns:

  • (Array<String>) 


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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 18

def true_labels
  @true_labels
end

Class Method Details

.attribute_map ⇒ Object

Attribute mapping from ruby-style variable name to JSON key.



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 25

def self.attribute_map
  {
    # rubocop:disable Style/SymbolLiteral
    'model_type': :'modelType',
    'freeform_tags': :'freeformTags',
    'defined_tags': :'definedTags',
    'location': :'location',
    'true_labels': :'trueLabels',
    'predicted_labels': :'predictedLabels'
    # rubocop:enable Style/SymbolLiteral
  }
end

.swagger_types ⇒ Object

Attribute type mapping.



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 39

def self.swagger_types
  {
    # rubocop:disable Style/SymbolLiteral
    'model_type': :'String',
    'freeform_tags': :'Hash<String, String>',
    'defined_tags': :'Hash<String, Hash<String, Object>>',
    'location': :'String',
    'true_labels': :'Array<String>',
    'predicted_labels': :'Array<String>'
    # rubocop:enable Style/SymbolLiteral
  }
end

Instance Method Details

#==(other) ⇒ Object

Checks equality by comparing each attribute.

Parameters:

  • other (Object) —

    the other object to be compared



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 95

def ==(other)
  return true if equal?(other)

  self.class == other.class &&
    model_type == other.model_type &&
    freeform_tags == other.freeform_tags &&
    defined_tags == other.defined_tags &&
    location == other.location &&
    true_labels == other.true_labels &&
    predicted_labels == other.predicted_labels
end

#build_from_hash(attributes) ⇒ Object

Builds the object from hash

Parameters:

  • attributes (Hash) —

    Model attributes in the form of hash

Returns:

  • (Object) —

    Returns the model itself



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 130

def build_from_hash(attributes)
  return nil unless attributes.is_a?(Hash)

  self.class.swagger_types.each_pair do |key, type|
    if type =~ /^Array<(.*)>/i
      # check to ensure the input is an array given that the the attribute
      # is documented as an array but the input is not
      if attributes[self.class.attribute_map[key]].is_a?(Array)
        public_method("#{key}=").call(
          attributes[self.class.attribute_map[key]]
            .map { |v| OCI::Internal::Util.convert_to_type(Regexp.last_match(1), v) }
        )
      end
    elsif !attributes[self.class.attribute_map[key]].nil?
      public_method("#{key}=").call(
        OCI::Internal::Util.convert_to_type(type, attributes[self.class.attribute_map[key]])
      )
    end
    # or else data not found in attributes(hash), not an issue as the data can be optional
  end

  self
end

#eql?(other) ⇒ Boolean

Parameters:

  • other (Object) —

    the other object to be compared

Returns:

  • (Boolean)

See Also:

  • `==` method


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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 110

def eql?(other)
  self == other
end

#hash ⇒ Fixnum

Calculates hash code according to all attributes.

Returns:

  • (Fixnum) —

    Hash code



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 119

def hash
  [model_type, freeform_tags, defined_tags, location, true_labels, predicted_labels].hash
end

#to_hash ⇒ Hash

Returns the object in the form of hash

Returns:

  • (Hash) —

    Returns the object in the form of hash



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 163

def to_hash
  hash = {}
  self.class.attribute_map.each_pair do |attr, param|
    value = public_method(attr).call
    next if value.nil? && !instance_variable_defined?("@#{attr}")

    hash[param] = _to_hash(value)
  end
  hash
end

#to_s ⇒ String

Returns the string representation of the object

Returns:

  • (String) —

    String presentation of the object



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# File 'lib/oci/ai_language/models/text_classification_model_evaluation_result.rb', line 157

def to_s
  to_hash.to_s
end