Trait linfa::traits::FitWith [−][src]
pub trait FitWith<'a, R: Records, T, E: Error + From<Error>> {
type ObjectIn: 'a;
type ObjectOut: 'a;
fn fit_with(
&self,
model: Self::ObjectIn,
dataset: &'a DatasetBase<R, T>
) -> Result<Self::ObjectOut, E>;
}
Expand description
Incremental algorithms
An incremental algorithm takes a former model and dataset and returns a new model with updated
parameters. If the former model is None
, then the function acts like Fit::fit
and
initializes the model first.
Associated Types
Required methods
Implementors
Performs checking step and calls fit_with
on the checked hyperparameters. If checking failed,
the checking error is converted to the original error type of FitWith
and returned.