fit_split: S3 method used to fit an object of class 'rf_reg_1',...

In cjubin/learnMET: Predictions with Machine Learning methods in Multi Environment Trials (MET)

S3 method used to fit an object of class rf_reg_1, rf_reg_2, rf_reg_3, xgb_reg_1, xgb_reg_2, xgb_reg_3,DL_reg,DL_reg_1, DL_reg_2,DL_reg_3,stacking_reg_1, stacking_reg_2 or stacking_reg_3.

Description

S3 dispatching method for objects of class rf_reg_1, rf_reg_2, rf_reg_3, xgb_reg_1, xgb_reg_2, xgb_reg_3,DL_reg,DL_reg_1, DL_reg_2,DL_reg_3,stacking_reg_1, stacking_reg_2 or stacking_reg_3.

Usage

## S3 method for class 'DL_reg_1'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 3,
  save_model = F,
  ...
)

## S3 method for class 'DL_reg_2'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 3,
  save_model = F,
  ...
)

## S3 method for class 'DL_reg_3'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 3,
  save_model = F,
  ...
)

## S3 method for class 'rf_reg_1'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  save_model = F,
  ...
)

## S3 method for class 'rf_reg_2'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  save_model = F,
  ...
)

## S3 method for class 'rf_reg_3'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  save_model = F,
  ...
)

fit_split(object, ...)

## Default S3 method:
fit_split(object, ...)

## S3 method for class 'stacking_reg_1'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  kernel_G = "linear",
  kernel_E = "polynomial",
  path_folder,
  save_model = F,
  ...
)

## S3 method for class 'stacking_reg_2'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  kernel_G = "linear",
  kernel_E = "polynomial",
  kernel_GE = "polynomial",
  save_model = F,
  ...
)

## S3 method for class 'stacking_reg_3'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  kernel_G = "linear",
  kernel_E = "polynomial",
  save_model = F,
  ...
)

## S3 method for class 'xgb_reg_1'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 2,
  save_model = F,
  ...
)

## S3 method for class 'xgb_reg_2'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  save_model = F,
  ...
)

## S3 method for class 'xgb_reg_3'
fit_split(
  object,
  seed,
  inner_cv_reps = 1,
  inner_cv_folds = 5,
  save_model = F,
  ...
)

Arguments

object

an object of class rf_reg_1, rf_reg_2, rf_reg_3, xgb_reg_1, xgb_reg_2, xgb_reg_3,DL_reg,DL_reg_1,DL_reg_2, DL_reg_3,stacking_reg_1, stacking_reg_2 or stacking_reg_3.

Author(s)

Cathy C. Westhues [e-mail]

cjubin/learnMET documentation built on Nov. 4, 2024, 6:23 p.m.