Struct gapi_grpc::google::cloud::aiplatform::v1::FractionSplit

pub struct FractionSplit {
    pub training_fraction: f64,
    pub validation_fraction: f64,
    pub test_fraction: 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.

Fields

training_fraction: f64

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

validation_fraction: f64

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

test_fraction: f64

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

Trait Implementations

impl Clone for FractionSplit

fn clone(&self) -> FractionSplit

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for FractionSplit

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

Formats the value using the given formatter.

impl Default for FractionSplit

fn default() -> FractionSplit

Returns the “default value” for a type.

impl Message for FractionSplit

fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

pub fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message to a buffer.

pub fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message with a length-delimiter to a buffer.

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes a length-delimited instance of the message from the buffer.

pub fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes an instance of the message from a buffer, and merges it into self.

pub fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq<FractionSplit> for FractionSplit

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

This method tests for self and other values to be equal, and is used by ==.

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

This method tests for !=.

impl StructuralPartialEq for FractionSplit