bound: Truncates predictions to ensure loss function is bounded.
In tlverse/sl3: Pipelines for Machine Learning and Super Learning

bound

R Documentation

Truncates predictions to ensure loss function is bounded.

Truncates predictions to ensure loss function is bounded.

bound(preds, bounds = 0.001)

`preds`	A `numeric` vector of predictions to to be bounded.
`bounds`	Either a `numeric` vector of length two, giving the closed interval (lower, upper), or just a lower bound. In the latter case, the upper bound is computed as (1 - lower). The default is 0.001.