Struct googapis::google::cloud::automl::v1::classification_evaluation_metrics::ConfidenceMetricsEntry [−][src]
pub struct ConfidenceMetricsEntry {Show 14 fields
pub confidence_threshold: f32,
pub position_threshold: i32,
pub recall: f32,
pub precision: f32,
pub false_positive_rate: f32,
pub f1_score: f32,
pub recall_at1: f32,
pub precision_at1: f32,
pub false_positive_rate_at1: f32,
pub f1_score_at1: f32,
pub true_positive_count: i64,
pub false_positive_count: i64,
pub false_negative_count: i64,
pub true_negative_count: i64,
}
Expand description
Metrics for a single confidence threshold.
Fields
confidence_threshold: f32
Output only. Metrics are computed with an assumption that the model never returns predictions with score lower than this value.
position_threshold: i32
Output only. Metrics are computed with an assumption that the model always returns at most this many predictions (ordered by their score, descendingly), but they all still need to meet the confidence_threshold.
recall: f32
Output only. Recall (True Positive Rate) for the given confidence threshold.
precision: f32
Output only. Precision for the given confidence threshold.
false_positive_rate: f32
Output only. False Positive Rate for the given confidence threshold.
f1_score: f32
Output only. The harmonic mean of recall and precision.
recall_at1: f32
Output only. The Recall (True Positive Rate) when only considering the label that has the highest prediction score and not below the confidence threshold for each example.
precision_at1: f32
Output only. The precision when only considering the label that has the highest prediction score and not below the confidence threshold for each example.
false_positive_rate_at1: f32
Output only. The False Positive Rate when only considering the label that has the highest prediction score and not below the confidence threshold for each example.
f1_score_at1: f32
Output only. The harmonic mean of [recall_at1][google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfidenceMetricsEntry.recall_at1] and [precision_at1][google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfidenceMetricsEntry.precision_at1].
true_positive_count: i64
Output only. The number of model created labels that match a ground truth label.
false_positive_count: i64
Output only. The number of model created labels that do not match a ground truth label.
false_negative_count: i64
Output only. The number of ground truth labels that are not matched by a model created label.
true_negative_count: i64
Output only. The number of labels that were not created by the model, but if they would, they would not match a ground truth label.
Trait Implementations
fn merge_field<B>(
&mut self,
tag: u32,
wire_type: WireType,
buf: &mut B,
ctx: DecodeContext
) -> Result<(), DecodeError> where
B: Buf,
Returns the encoded length of the message without a length delimiter.
Encodes the message to a buffer. Read more
Encodes the message to a newly allocated buffer.
Encodes the message with a length-delimiter to a buffer. Read more
Encodes the message with a length-delimiter to a newly allocated buffer.
Decodes an instance of the message from a buffer. Read more
fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
Self: Default,
B: Buf,
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.
Decodes an instance of the message from a buffer, and merges it into self
. Read more
Decodes a length-delimited instance of the message from buffer, and
merges it into self
. Read more
This method tests for self
and other
values to be equal, and is used
by ==
. Read more
This method tests for !=
.
Auto Trait Implementations
impl RefUnwindSafe for ConfidenceMetricsEntry
impl Send for ConfidenceMetricsEntry
impl Sync for ConfidenceMetricsEntry
impl Unpin for ConfidenceMetricsEntry
impl UnwindSafe for ConfidenceMetricsEntry
Blanket Implementations
Mutably borrows from an owned value. Read more
Wrap the input message T
in a tonic::Request
pub fn vzip(self) -> V
Attaches the provided Subscriber
to this type, returning a
WithDispatch
wrapper. Read more
Attaches the current default Subscriber
to this type, returning a
WithDispatch
wrapper. Read more