Class: Google::Cloud::AIPlatform::V1::StudySpec::MetricSpec::SafetyMetricConfig

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::StudySpec::MetricSpec::SafetyMetricConfig

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/aiplatform/v1/study.rb

Overview

Used in safe optimization to specify threshold levels and risk tolerance.

Instance Attribute Summary

• #desired_min_safe_trials_fraction ⇒ ::Float

  Desired minimum fraction of safe trials (over total number of trials) that should be targeted by the algorithm at any time during the study (best effort).

• #safety_threshold ⇒ ::Float

  Safety threshold (boundary value between safe and unsafe).

Instance Attribute Details

#desired_min_safe_trials_fraction ⇒ ::Float

# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 283

class SafetyMetricConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#safety_threshold ⇒ ::Float

# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 283

class SafetyMetricConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end