[−][src]Struct rusoto_forecast::EvaluationParameters
Parameters that define how to split a dataset into training data and testing data, and the number of iterations to perform. These parameters are specified in the predefined algorithms but you can override them in the CreatePredictor request.
Fields
back_test_window_offset: Option<i64>
The point from the end of the dataset where you want to split the data for model training and testing (evaluation). Specify the value as the number of data points. The default is the value of the forecast horizon. BackTestWindowOffset
can be used to mimic a past virtual forecast start date. This value must be greater than or equal to the forecast horizon and less than half of the TARGET_TIME_SERIES dataset length.
ForecastHorizon
<= BackTestWindowOffset
< 1/2 * TARGET_TIME_SERIES dataset length
number_of_backtest_windows: Option<i64>
The number of times to split the input data. The default is 1. Valid values are 1 through 5.
Trait Implementations
impl Clone for EvaluationParameters
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pub fn clone(&self) -> EvaluationParameters
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pub fn clone_from(&mut self, source: &Self)
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impl Debug for EvaluationParameters
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impl Default for EvaluationParameters
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pub fn default() -> EvaluationParameters
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impl<'de> Deserialize<'de> for EvaluationParameters
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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<EvaluationParameters> for EvaluationParameters
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pub fn eq(&self, other: &EvaluationParameters) -> bool
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pub fn ne(&self, other: &EvaluationParameters) -> bool
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impl Serialize for EvaluationParameters
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pub fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
__S: Serializer,
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__S: Serializer,
impl StructuralPartialEq for EvaluationParameters
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Auto Trait Implementations
impl RefUnwindSafe for EvaluationParameters
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impl Send for EvaluationParameters
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impl Sync for EvaluationParameters
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impl Unpin for EvaluationParameters
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impl UnwindSafe for EvaluationParameters
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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>,