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

SyntheticDataColumnProperties

Properties that define how a specific data column should be handled during synthetic data generation, including its name, type, and role in predictive modeling.

Types

Builder

class Builder

Companion

object Companion

Properties

columnName

val columnName: String

The name of the data column as it appears in the dataset.

columnType

val columnType: SyntheticDataColumnType

The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.

isPredictiveValue

val isPredictiveValue: Boolean

Indicates if this column contains predictive values that should be treated as target variables in machine learning models. This affects how the synthetic data generation preserves statistical relationships.

Functions

copy

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

equals

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

hashCode

open override fun hashCode(): Int

toString

open override fun toString(): String