[−][src]Struct ndarray_glm::model::ModelBuilderData

pub struct ModelBuilderData<'a, M, Y, F> where
    M: Glm,
    Y: Response<M>,
    F: 'static + Float,  { /* fields omitted */ }

Holds the data and all the specifications for the model and provides functions to adjust the settings.

Implementations

impl<'a, M, Y, F> ModelBuilderData<'a, M, Y, F> where
    M: Glm,
    Y: Response<M> + Copy,
    F: Float, [src]

A builder to generate a Model object

pub fn linear_offset(self, linear_offset: Array1<F>) -> Self[src]

Represents an offset added to the linear predictor for each data point. This can be used to control for fixed effects or in multi-level models.

pub fn no_constant(self) -> Self[src]

Do not add a constant term to the design matrix

pub fn colinear_tol(self, tol: F) -> Self[src]

Set the tolerance for the co-linearity check. The check can be effectively disabled by setting the tolerance to a negative value.

pub fn build(self) -> RegressionResult<Model<M, F>> where
    M: Glm,
    F: Float, [src]

Auto Trait Implementations

impl<'a, M, Y, F> RefUnwindSafe for ModelBuilderData<'a, M, Y, F> where
    F: RefUnwindSafe,
    M: RefUnwindSafe,
    Y: RefUnwindSafe, 

impl<'a, M, Y, F> Send for ModelBuilderData<'a, M, Y, F> where
    F: Send + Sync,
    M: Send,
    Y: Sync, 

impl<'a, M, Y, F> Sync for ModelBuilderData<'a, M, Y, F> where
    F: Sync,
    M: Sync,
    Y: Sync, 

impl<'a, M, Y, F> Unpin for ModelBuilderData<'a, M, Y, F> where
    F: Unpin,
    M: Unpin, 

impl<'a, M, Y, F> UnwindSafe for ModelBuilderData<'a, M, Y, F> where
    F: RefUnwindSafe + UnwindSafe,
    M: UnwindSafe,
    Y: RefUnwindSafe, 

Blanket Implementations

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

impl<T> Borrow<T> for T where
    T: ?Sized, [src]

impl<T> BorrowMut<T> for T where
    T: ?Sized, [src]

impl<T> From<T> for T[src]

impl<T, U> Into<U> for T where
    U: From<T>, [src]

impl<T, U> TryFrom<U> for T where
    U: Into<T>, [src]

type Error = Infallible

The type returned in the event of a conversion error.

impl<T, U> TryInto<U> for T where
    U: TryFrom<T>, [src]

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

The type returned in the event of a conversion error.