Lrnr_alan_pois: Generalized Linear Models

In tlverse/tlversecovidforecast: COVID-19 Targeted Forecasting

Description

This learner provides fitting procedures for generalized linear models using glm.fit.

Format

R6Class object.

Value

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

Parameters

...

Parameters passed to glm.

Super class

sl3::Lrnr_base -> Lrnr_alan_pois

Methods

Public methods

• Lrnr_alan_pois$new()

• Lrnr_alan_pois$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$predict_fold()

• 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()

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Method new()

Usage

Lrnr_alan_pois$new(intercept = TRUE, ...)

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Method clone()

The objects of this class are cloneable with this method.

Usage

Lrnr_alan_pois$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

Other Learners: Lrnr_SIR, Lrnr_stratify_horizon, Lrnr_transform_outcome

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