Struct google_api_proto::google::cloud::aiplatform::v1beta1::model_evaluation::BiasConfig

pub struct BiasConfig {
    pub bias_slices: Option<SliceSpec>,
    pub labels: Vec<String>,
}

Configuration for bias detection.

Fields

bias_slices: Option<SliceSpec>

Specification for how the data should be sliced for bias. It contains a list of slices, with limitation of two slices. The first slice of data will be the slice_a. The second slice in the list (slice_b) will be compared against the first slice. If only a single slice is provided, then slice_a will be compared against “not slice_a”. Below are examples with feature “education” with value “low”, “medium”, “high” in the dataset:

Example 1:

 bias_slices = \[{'education': 'low'}\]

A single slice provided. In this case, slice_a is the collection of data with ‘education’ equals ‘low’, and slice_b is the collection of data with ‘education’ equals ‘medium’ or ‘high’.

Example 2:

 bias_slices = [{'education': 'low'},
                {'education': 'high'}]

Two slices provided. In this case, slice_a is the collection of data with ‘education’ equals ‘low’, and slice_b is the collection of data with ‘education’ equals ‘high’.

labels: Vec<String>

Positive labels selection on the target field.

Trait Implementations

impl Clone for BiasConfig

fn clone(&self) -> BiasConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for BiasConfig

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

Formats the value using the given formatter.

impl Default for BiasConfig

fn default() -> Self

Returns the “default value” for a type.

impl Message for BiasConfig

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.

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

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

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

where Self: Sized,

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

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

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

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

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

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

where Self: Sized,

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

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

where Self: Sized,

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

impl PartialEq for BiasConfig

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

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

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

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

impl StructuralPartialEq for BiasConfig