[−][src]Struct rusoto_machinelearning::PerformanceMetrics
Measurements of how well the MLModel
performed on known observations. One of the following metrics is returned, based on the type of the MLModel
:
-
BinaryAUC: The binary
MLModel
uses the Area Under the Curve (AUC) technique to measure performance. -
RegressionRMSE: The regression
MLModel
uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable. -
MulticlassAvgFScore: The multiclass
MLModel
uses the F1 score technique to measure performance.
For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.
Fields
properties: Option<HashMap<String, String>>
Trait Implementations
impl Clone for PerformanceMetrics
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pub fn clone(&self) -> PerformanceMetrics
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pub fn clone_from(&mut self, source: &Self)
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impl Debug for PerformanceMetrics
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impl Default for PerformanceMetrics
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pub fn default() -> PerformanceMetrics
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impl<'de> Deserialize<'de> for PerformanceMetrics
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pub fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
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__D: Deserializer<'de>,
impl PartialEq<PerformanceMetrics> for PerformanceMetrics
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pub fn eq(&self, other: &PerformanceMetrics) -> bool
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pub fn ne(&self, other: &PerformanceMetrics) -> bool
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impl StructuralPartialEq for PerformanceMetrics
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Auto Trait Implementations
impl RefUnwindSafe for PerformanceMetrics
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impl Send for PerformanceMetrics
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impl Sync for PerformanceMetrics
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impl Unpin for PerformanceMetrics
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impl UnwindSafe for PerformanceMetrics
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Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut T
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impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>,
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T: for<'de> Deserialize<'de>,
impl<T> From<T> for T
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impl<T> Instrument for T
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pub fn instrument(self, span: Span) -> Instrumented<Self>
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pub fn in_current_span(self) -> Instrumented<Self>
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impl<T> Instrument for T
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pub fn instrument(self, span: Span) -> Instrumented<Self>
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pub fn in_current_span(self) -> Instrumented<Self>
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> Same<T> for T
type Output = T
Should always be Self
impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
pub fn to_owned(&self) -> T
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pub fn clone_into(&self, target: &mut T)
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,