Struct googapis::google::cloud::bigquery::v2::model::TrainingRun

pub struct TrainingRun {
    pub training_options: Option<TrainingOptions>,
    pub start_time: Option<Timestamp>,
    pub results: Vec<IterationResult>,
    pub evaluation_metrics: Option<EvaluationMetrics>,
    pub data_split_result: Option<DataSplitResult>,
    pub global_explanations: Vec<GlobalExplanation>,
}

Information about a single training query run for the model.

Fields

training_options: Option<TrainingOptions>

Options that were used for this training run, includes user specified and default options that were used.

start_time: Option<Timestamp>

The start time of this training run.

results: Vec<IterationResult>

Output of each iteration run, results.size() <= max_iterations.

evaluation_metrics: Option<EvaluationMetrics>

The evaluation metrics over training/eval data that were computed at the end of training.

data_split_result: Option<DataSplitResult>

Data split result of the training run. Only set when the input data is actually split.

global_explanations: Vec<GlobalExplanation>

Global explanations for important features of the model. For multi-class models, there is one entry for each label class. For other models, there is only one entry in the list.

Trait Implementations

impl Clone for TrainingRun

fn clone(&self) -> TrainingRun

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for TrainingRun

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

Formats the value using the given formatter.

impl Default for TrainingRun

fn default() -> Self

Returns the “default value” for a type.

impl Message for TrainingRun

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.

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

Encodes the message to a buffer.

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

Encodes the message to a newly allocated buffer.

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

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

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

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

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

Decodes an instance of the message from a buffer.

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.

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.

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<TrainingRun> for TrainingRun

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

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

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

This method tests for !=.

impl StructuralPartialEq for TrainingRun