Struct Model

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pub struct Model<M, F>
where M: Glm, F: Float,
{ pub data: Dataset<F>, pub use_intercept: bool, /* private fields */ }
Expand description

Holds the data and configuration settings for a regression.

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§data: Dataset<F>

The dataset

§use_intercept: bool

Whether the intercept term is used (commonly true)

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impl<M, F> Model<M, F>
where M: Glm, F: Float,

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pub fn fit(&self) -> RegressionResult<Fit<'_, M, F>>

Perform the regression and return a fit object holding the results.

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pub fn fit_options(&self) -> FitConfig<'_, M, F>

Fit options builder interface

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pub fn with_options(&self, options: FitOptions<F>) -> FitConfig<'_, M, F>

An experimental interface that would allow fit options to be set externally.

Auto Trait Implementations§

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impl<M, F> !Freeze for Model<M, F>

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impl<M, F> !RefUnwindSafe for Model<M, F>

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impl<M, F> Send for Model<M, F>
where M: Send, F: Send,

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impl<M, F> !Sync for Model<M, F>

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impl<M, F> Unpin for Model<M, F>
where M: Unpin,

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impl<M, F> UnwindSafe for Model<M, F>

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V