class OCI::AiAnomalyDetection::Models::ModelTrainingDetails
Specifies the details of the MSET model during the create call.
Attributes
[Required] The list of OCIDs of the data assets to train the model. The dataAssets have to be in the same project where the ai model would reside. @return [Array<String>]
A target model accuracy metric user provides as their requirement @return [Float]
Fraction of total data that is used for training the model. The remaining is used for validation of the model. @return [Float]
Public Class Methods
Attribute mapping from ruby-style variable name to JSON key.
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 23 def self.attribute_map { # rubocop:disable Style/SymbolLiteral 'target_fap': :'targetFap', 'training_fraction': :'trainingFraction', 'data_asset_ids': :'dataAssetIds' # rubocop:enable Style/SymbolLiteral } end
Initializes the object @param [Hash] attributes Model attributes in the form of hash @option attributes [Float] :target_fap The value to assign to the {#target_fap} property @option attributes [Float] :training_fraction The value to assign to the {#training_fraction} property @option attributes [Array<String>] :data_asset_ids The value to assign to the {#data_asset_ids} property
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 53 def initialize(attributes = {}) return unless attributes.is_a?(Hash) # convert string to symbol for hash key attributes = attributes.each_with_object({}) { |(k, v), h| h[k.to_sym] = v } self.target_fap = attributes[:'targetFap'] if attributes[:'targetFap'] self.target_fap = 0.01 if target_fap.nil? && !attributes.key?(:'targetFap') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :targetFap and :target_fap' if attributes.key?(:'targetFap') && attributes.key?(:'target_fap') self.target_fap = attributes[:'target_fap'] if attributes[:'target_fap'] self.target_fap = 0.01 if target_fap.nil? && !attributes.key?(:'targetFap') && !attributes.key?(:'target_fap') # rubocop:disable Style/StringLiterals self.training_fraction = attributes[:'trainingFraction'] if attributes[:'trainingFraction'] self.training_fraction = 0.7 if training_fraction.nil? && !attributes.key?(:'trainingFraction') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :trainingFraction and :training_fraction' if attributes.key?(:'trainingFraction') && attributes.key?(:'training_fraction') self.training_fraction = attributes[:'training_fraction'] if attributes[:'training_fraction'] self.training_fraction = 0.7 if training_fraction.nil? && !attributes.key?(:'trainingFraction') && !attributes.key?(:'training_fraction') # rubocop:disable Style/StringLiterals self.data_asset_ids = attributes[:'dataAssetIds'] if attributes[:'dataAssetIds'] raise 'You cannot provide both :dataAssetIds and :data_asset_ids' if attributes.key?(:'dataAssetIds') && attributes.key?(:'data_asset_ids') self.data_asset_ids = attributes[:'data_asset_ids'] if attributes[:'data_asset_ids'] end
Attribute type mapping.
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 34 def self.swagger_types { # rubocop:disable Style/SymbolLiteral 'target_fap': :'Float', 'training_fraction': :'Float', 'data_asset_ids': :'Array<String>' # rubocop:enable Style/SymbolLiteral } end
Public Instance Methods
Checks equality by comparing each attribute. @param [Object] other the other object to be compared
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 89 def ==(other) return true if equal?(other) self.class == other.class && target_fap == other.target_fap && training_fraction == other.training_fraction && data_asset_ids == other.data_asset_ids end
Builds the object from hash @param [Hash] attributes Model attributes in the form of hash @return [Object] Returns the model itself
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 121 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
@see the `==` method @param [Object] other the other object to be compared
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 101 def eql?(other) self == other end
Calculates hash code according to all attributes. @return [Fixnum] Hash code
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 110 def hash [target_fap, training_fraction, data_asset_ids].hash end
Returns the object in the form of hash @return [Hash] Returns the object in the form of hash
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 154 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
Returns the string representation of the object @return [String] String presentation of the object
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 148 def to_s to_hash.to_s end
Private Instance Methods
Outputs non-array value in the form of hash For object, use to_hash. Otherwise, just return the value @param [Object] value Any valid value @return [Hash] Returns the value in the form of hash
# File lib/oci/ai_anomaly_detection/models/model_training_details.rb, line 171 def _to_hash(value) if value.is_a?(Array) value.compact.map { |v| _to_hash(v) } elsif value.is_a?(Hash) {}.tap do |hash| value.each { |k, v| hash[k] = _to_hash(v) } end elsif value.respond_to? :to_hash value.to_hash else value end end