Struct aws_sdk_sagemaker::types::AutoMlDataSplitConfig

#[non_exhaustive]
pub struct AutoMlDataSplitConfig {
    pub validation_fraction: Option<f32>,
}

This structure specifies how to split the data into train and validation datasets.

The validation and training datasets must contain the same headers. For jobs created by calling CreateAutoMLJob, the validation dataset must be less than 2 GB in size.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

validation_fraction: Option<f32>

The validation fraction (optional) is a float that specifies the portion of the training dataset to be used for validation. The default value is 0.2, and values must be greater than 0 and less than 1. We recommend setting this value to be less than 0.5.

Implementations

impl AutoMlDataSplitConfig

pub fn validation_fraction(&self) -> Option<f32>

The validation fraction (optional) is a float that specifies the portion of the training dataset to be used for validation. The default value is 0.2, and values must be greater than 0 and less than 1. We recommend setting this value to be less than 0.5.

impl AutoMlDataSplitConfig

pub fn builder() -> AutoMlDataSplitConfigBuilder

Creates a new builder-style object to manufacture AutoMlDataSplitConfig.

Trait Implementations

impl Clone for AutoMlDataSplitConfig

fn clone(&self) -> AutoMlDataSplitConfig

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AutoMlDataSplitConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for AutoMlDataSplitConfig

fn eq(&self, other: &AutoMlDataSplitConfig) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for AutoMlDataSplitConfig