cleanroomsml/aws.sdk.kotlin.services.cleanroomsml.model/SyntheticDataEvaluationScores

SyntheticDataEvaluationScores

Comprehensive evaluation metrics for synthetic data that assess both the utility of the generated data for machine learning tasks and its privacy preservation characteristics.

Types

Builder

class Builder

Companion

object Companion

Properties

dataPrivacyScores

val dataPrivacyScores: DataPrivacyScores?

Privacy-specific evaluation scores that measure how well the synthetic data protects individual privacy, including assessments of potential privacy risks such as membership inference attacks.

Functions

copy

inline fun copy(block: SyntheticDataEvaluationScores.Builder.() -> Unit = {}): SyntheticDataEvaluationScores

equals

open operator override fun equals(other: Any?): Boolean

hashCode

open override fun hashCode(): Int

toString

open override fun toString(): String