Class RegressionConformalInterval<TOutput>

Represents a conformal prediction interval for regression-style outputs.

public sealed class RegressionConformalInterval<TOutput>

TOutput: The output type (e.g., Tensor<T>, Vector<T>, or scalar type).

Inherited Members: object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

The interval is typically computed as [prediction - q, prediction + q] where q is a quantile of calibration residuals.

For Beginners: Instead of a single number, you get a range where the true value is likely to fall.

Initializes a new instance of the RegressionConformalInterval<TOutput> class.

public RegressionConformalInterval(TOutput lower, TOutput upper)

Gets the lower bound of the interval.

public TOutput Lower { get; }

Gets the upper bound of the interval.

public TOutput Upper { get; }