Create a regional_mvpa_result instance — regional_mvpa

Constructs a regional MVPA result object that stores the results of MVPA analysis in a specific region.

Usage

regional_mvpa_result(
  model_spec,
  performance_table,
  prediction_table,
  vol_results,
  fits = fits
)

Arguments

model_spec: A model specification object.
performance_table: A data frame with performance measures.
prediction_table: A data frame with prediction results.
vol_results: A list of voxel-level results.
fits: Optional model fits.

Value

A regional_mvpa_result object.

Examples

# Create example inputs
model_spec <- list(dataset = "Example dataset")
performance_table <- data.frame(accuracy = c(0.8, 0.85))
prediction_table <- data.frame(observed = factor(rep(letters[1:2], 5)),
                                predicted = factor(rep(letters[1:2], 5)))
vol_results <- list(vol1 = "Example vol_result 1", vol2 = "Example vol_result 2")
fits <- list(fit1 = "Example fit 1", fit2 = "Example fit 2")

# Construct a regional_mvpa_result
regional_result <- regional_mvpa_result(model_spec, performance_table,
                                        prediction_table, vol_results, fits = fits)