Package com.google.cloud.aiplatform.v1

Interface StudySpec.MetricSpec.SafetyMetricConfigOrBuilder

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      double getDesiredMinSafeTrialsFraction()
      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).
      double getSafetyThreshold()
      Safety threshold (boundary value between safe and unsafe).
      boolean hasDesiredMinSafeTrialsFraction()
      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).

      • Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

        isInitialized

      • Methods inherited from interface com.google.protobuf.MessageOrBuilder

        findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

    • Method Detail

      • getSafetyThreshold

        double getSafetyThreshold()
         Safety threshold (boundary value between safe and unsafe). NOTE that if
 you leave SafetyMetricConfig unset, a default value of 0 will be used.
        double safety_threshold = 1;
        Returns:
        The safetyThreshold.

      • hasDesiredMinSafeTrialsFraction

        boolean hasDesiredMinSafeTrialsFraction()
         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). This should be between 0.0 and 1.0 and a value of
 0.0 means that there is no minimum and an algorithm proceeds without
 targeting any specific fraction. A value of 1.0 means that the
 algorithm attempts to only Suggest safe Trials.
        optional double desired_min_safe_trials_fraction = 2;
        Returns:
        Whether the desiredMinSafeTrialsFraction field is set.

      • getDesiredMinSafeTrialsFraction

        double getDesiredMinSafeTrialsFraction()
         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). This should be between 0.0 and 1.0 and a value of
 0.0 means that there is no minimum and an algorithm proceeds without
 targeting any specific fraction. A value of 1.0 means that the
 algorithm attempts to only Suggest safe Trials.
        optional double desired_min_safe_trials_fraction = 2;
        Returns:
        The desiredMinSafeTrialsFraction.