class OCI::AiAnomalyDetection::Models::ModelTrainingResults
Specifies the details for an Anomaly Detection model trained with MSET.
Attributes
[Required] The final-achieved model accuracy metric on individual value level @return [Float]
A boolean value to indicate if train goal/targetFap is achieved for trained model @return [BOOLEAN]
The model accuracy metric on timestamp level. @return [Float]
@return [OCI::AiAnomalyDetection::Models::RowReductionDetails]
The list of signal details. @return [Array<OCI::AiAnomalyDetection::Models::PerSignalDetails>]
A warning message to explain the reason when targetFap cannot be achieved for trained model @return [String]
Public Class Methods
Attribute mapping from ruby-style variable name to JSON key.
# File lib/oci/ai_anomaly_detection/models/model_training_results.rb, line 34 def self.attribute_map { # rubocop:disable Style/SymbolLiteral 'fap': :'fap', 'multivariate_fap': :'multivariateFap', 'is_training_goal_achieved': :'isTrainingGoalAchieved', 'warning': :'warning', 'signal_details': :'signalDetails', 'row_reduction_details': :'rowReductionDetails' # rubocop:enable Style/SymbolLiteral } end
Initializes the object @param [Hash] attributes Model attributes in the form of hash @option attributes [Float] :fap The value to assign to the {#fap} property @option attributes [Float] :multivariate_fap The value to assign to the {#multivariate_fap} property @option attributes [BOOLEAN] :is_training_goal_achieved The value to assign to the {#is_training_goal_achieved} property @option attributes [String] :warning The value to assign to the {#warning} property @option attributes [Array<OCI::AiAnomalyDetection::Models::PerSignalDetails>] :signal_details The value to assign to the {#signal_details} property @option attributes [OCI::AiAnomalyDetection::Models::RowReductionDetails] :row_reduction_details The value to assign to the {#row_reduction_details} property
# File lib/oci/ai_anomaly_detection/models/model_training_results.rb, line 73 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.fap = attributes[:'fap'] if attributes[:'fap'] self.multivariate_fap = attributes[:'multivariateFap'] if attributes[:'multivariateFap'] raise 'You cannot provide both :multivariateFap and :multivariate_fap' if attributes.key?(:'multivariateFap') && attributes.key?(:'multivariate_fap') self.multivariate_fap = attributes[:'multivariate_fap'] if attributes[:'multivariate_fap'] self.is_training_goal_achieved = attributes[:'isTrainingGoalAchieved'] unless attributes[:'isTrainingGoalAchieved'].nil? raise 'You cannot provide both :isTrainingGoalAchieved and :is_training_goal_achieved' if attributes.key?(:'isTrainingGoalAchieved') && attributes.key?(:'is_training_goal_achieved') self.is_training_goal_achieved = attributes[:'is_training_goal_achieved'] unless attributes[:'is_training_goal_achieved'].nil? self.warning = attributes[:'warning'] if attributes[:'warning'] self.signal_details = attributes[:'signalDetails'] if attributes[:'signalDetails'] raise 'You cannot provide both :signalDetails and :signal_details' if attributes.key?(:'signalDetails') && attributes.key?(:'signal_details') self.signal_details = attributes[:'signal_details'] if attributes[:'signal_details'] self.row_reduction_details = attributes[:'rowReductionDetails'] if attributes[:'rowReductionDetails'] raise 'You cannot provide both :rowReductionDetails and :row_reduction_details' if attributes.key?(:'rowReductionDetails') && attributes.key?(:'row_reduction_details') self.row_reduction_details = attributes[:'row_reduction_details'] if attributes[:'row_reduction_details'] end
Attribute type mapping.
# File lib/oci/ai_anomaly_detection/models/model_training_results.rb, line 48 def self.swagger_types { # rubocop:disable Style/SymbolLiteral 'fap': :'Float', 'multivariate_fap': :'Float', 'is_training_goal_achieved': :'BOOLEAN', 'warning': :'String', 'signal_details': :'Array<OCI::AiAnomalyDetection::Models::PerSignalDetails>', 'row_reduction_details': :'OCI::AiAnomalyDetection::Models::RowReductionDetails' # 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_results.rb, line 115 def ==(other) return true if equal?(other) self.class == other.class && fap == other.fap && multivariate_fap == other.multivariate_fap && is_training_goal_achieved == other.is_training_goal_achieved && warning == other.warning && signal_details == other.signal_details && row_reduction_details == other.row_reduction_details 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_results.rb, line 150 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_results.rb, line 130 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_results.rb, line 139 def hash [fap, multivariate_fap, is_training_goal_achieved, warning, signal_details, row_reduction_details].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_results.rb, line 183 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_results.rb, line 177 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_results.rb, line 200 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