Train an RSA Model — train_model.rsa

This function trains an RSA (representational similarity analysis) model using the specified method and distance calculation.

Usage

# S3 method for rsa_model
train_model(
  obj,
  train_dat,
  indices,
  wts = NULL,
  method = c("lm", "rfit", "pearson", "spearman"),
  distmethod = c("pearson", "spearman"),
  ...
)

Arguments

obj: An object of class rsa_model.
train_dat: The training data.
indices: The indices of the training data.
wts: Optional, the weights for the model training.
method: The method used for model training. One of "lm" (linear regression), "rfit" (robust regression), "pearson" (Pearson correlation), or "spearman" (Spearman correlation). Default is "lm".
distmethod: The method used for distance calculation. One of "pearson" (Pearson correlation) or "spearman" (Spearman correlation). Default is "pearson".
...: Additional arguments passed to the training method.

Value

The trained model.