Struct GoogleCloudAiplatformV1FractionSplit

pub struct GoogleCloudAiplatformV1FractionSplit {
    pub validation_fraction: Option<f64>,
    pub training_fraction: Option<f64>,
    pub test_fraction: Option<f64>,
}

Assigns the input data to training, validation, and test sets as per the given fractions. Any of training_fraction, validation_fraction and test_fraction may optionally be provided, they must sum to up to 1. If the provided ones sum to less than 1, the remainder is assigned to sets as decided by Vertex AI. If none of the fractions are set, by default roughly 80% of data is used for training, 10% for validation, and 10% for test.

This type is not used in any activity, and only used as part of another schema.

Fields

validation_fraction: Option<f64>

The fraction of the input data that is to be used to validate the Model.

training_fraction: Option<f64>

The fraction of the input data that is to be used to train the Model.

test_fraction: Option<f64>

The fraction of the input data that is to be used to evaluate the Model.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1FractionSplit

fn clone(&self) -> GoogleCloudAiplatformV1FractionSplit

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1FractionSplit

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1FractionSplit

fn default() -> GoogleCloudAiplatformV1FractionSplit

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1FractionSplit

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1FractionSplit

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1FractionSplit