Struct rusty_machine::learning::toolkit::cost_fn::MeanSqError

pub struct MeanSqError;

The mean squared error cost function.

Trait Implementations

impl Debug for MeanSqError

fn fmt(&self, __arg_0: &mut Formatter) -> Result

Formats the value using the given formatter.

impl Copy for MeanSqError

impl Clone for MeanSqError

fn clone(&self) -> MeanSqError

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl CostFunc<Matrix<f64>> for MeanSqError

fn cost(outputs: &Matrix<f64>, targets: &Matrix<f64>) -> f64

The cost function.

fn grad_cost(outputs: &Matrix<f64>, targets: &Matrix<f64>) -> Matrix<f64>

The gradient of the cost function.

impl CostFunc<Vector<f64>> for MeanSqError

fn cost(outputs: &Vector<f64>, targets: &Vector<f64>) -> f64

The cost function.

fn grad_cost(outputs: &Vector<f64>, targets: &Vector<f64>) -> Vector<f64>

The gradient of the cost function.