Struct gcp_client::google::cloud::automl::v1::TextSentimentEvaluationMetrics

pub struct TextSentimentEvaluationMetrics {
    pub precision: f32,
    pub recall: f32,
    pub f1_score: f32,
    pub mean_absolute_error: f32,
    pub mean_squared_error: f32,
    pub linear_kappa: f32,
    pub quadratic_kappa: f32,
    pub confusion_matrix: Option<ConfusionMatrix>,
}

Model evaluation metrics for text sentiment problems.

Fields

precision: f32

Output only. Precision.

recall: f32

Output only. Recall.

f1_score: f32

Output only. The harmonic mean of recall and precision.

mean_absolute_error: f32

Output only. Mean absolute error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

mean_squared_error: f32

Output only. Mean squared error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

linear_kappa: f32

Output only. Linear weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

quadratic_kappa: f32

Output only. Quadratic weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

confusion_matrix: Option<ConfusionMatrix>

Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Trait Implementations

impl Clone for TextSentimentEvaluationMetrics

fn clone(&self) -> TextSentimentEvaluationMetrics

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for TextSentimentEvaluationMetrics

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

Formats the value using the given formatter.

impl Default for TextSentimentEvaluationMetrics

fn default() -> TextSentimentEvaluationMetrics

Returns the "default value" for a type.

impl Message for TextSentimentEvaluationMetrics

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

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

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

Decodes an instance of the message from a buffer.

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

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<TextSentimentEvaluationMetrics> for TextSentimentEvaluationMetrics

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

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

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

This method tests for !=.

impl StructuralPartialEq for TextSentimentEvaluationMetrics