fx_model: Train/Test Model

In fishpm/nruPredict: Miscellaneous function for assessing predictive accuracy

Train/Test Model

Description

Train/test model on sub data frames

Usage

fx_model(
  df.set,
  covar = NULL,
  voi = NULL,
  outcome = NULL,
  model.type = "logistic",
  z.pred = F
)

Arguments

df.set	list containing train and test data frames
outcome	df0 column name for outcome measure to be predicted (string)
model.type	machine learning model ('rf', 'logistic', 'regression', 'rf.regression', 'svm') (string)
z.pred	standardize predictive features (boolean)

Value

A list of length three, containing the following elements:

• "pred.covar": data frame of predicted values from covariate model

• "pred.full": data frame of predicted values from full model

• "parameters": model parameters

fishpm/nruPredict documentation built on July 12, 2022, 3:22 p.m.