Struct rusty_machine::learning::toolkit::cost_fn::MeanSqError [−] [src]

pub struct MeanSqError;

The mean squared error cost function.

Trait Implementations

`impl CostFunc<Matrix<f64>> for MeanSqError`
[src]

`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`
[src]

`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.

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