Struct RollingMae 

pub struct RollingMae { /* private fields */ }

Rolling Mean Absolute Error.

Implementations

impl RollingMae

pub fn new(capacity: usize) -> Result<Self, RillError>

Create a new rolling MAE with the given window capacity.

Trait Implementations

impl Clone for RollingMae

fn clone(&self) -> RollingMae

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RollingMae

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Metric for RollingMae

type Truth = f64

The ground-truth type for this metric.

type Prediction = f64

The prediction type for this metric.

fn update(&mut self, truth: f64, prediction: f64) -> Result<(), RillError>

Incorporate a single observation.

fn value(&self) -> Option<f64>

Current metric value, or None if not enough data has been seen.

fn samples_seen(&self) -> u64

How many observations have been incorporated.

fn reset(&mut self)

Reset the metric.