Lrnr_transform_outcome: Bound Predictions

In tlverse/tlversecovidforecast: COVID-19 Targeted Forecasting

Description

This learner bounds predictions. Intended for use in a pipeline.

Format

R6Class object.

Value

Learner object with methods for training and prediction. See Lrnr_base for documentation on learners.

Parameters

bound = .005

Either a length two vector of c(lower,upper) or a lower bound, where the upper is then 1 - lower

...

Not currently used.

Super class

sl3::Lrnr_base -> Lrnr_transform_outcome

Methods

Public methods

• Lrnr_transform_outcome$new()

• Lrnr_transform_outcome$predict_fold()

• Lrnr_transform_outcome$clone()

Inherited methods

• sl3::Lrnr_base$assert_trained()

• sl3::Lrnr_base$base_chain()

• sl3::Lrnr_base$base_predict()

• sl3::Lrnr_base$base_train()

• sl3::Lrnr_base$chain()

• sl3::Lrnr_base$custom_chain()

• sl3::Lrnr_base$get_outcome_range()

• sl3::Lrnr_base$get_outcome_type()

• sl3::Lrnr_base$predict()

• sl3::Lrnr_base$print()

• sl3::Lrnr_base$sample()

• sl3::Lrnr_base$set_train()

• sl3::Lrnr_base$subset_covariates()

• sl3::Lrnr_base$train()

• sl3::Lrnr_base$train_sublearners()

---

Method new()

Usage

Lrnr_transform_outcome$new(transform, inverse_transform, learner, ...)

---

Method predict_fold()

Usage

Lrnr_transform_outcome$predict_fold(task = NULL, fold_number = "validation")

---

Method clone()

The objects of this class are cloneable with this method.

Usage

Lrnr_transform_outcome$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

Other Learners: Lrnr_SIR, Lrnr_alan_pois, Lrnr_stratify_horizon

tlverse/tlversecovidforecast documentation built on Aug. 26, 2020, 10:31 a.m.