Compute inter-block transfer error metrics for a cross_projector

We measure how well the model can transfer from X->Y or Y->X, e.g. "x2y.mse".

Usage

measure_interblock_transfer_error(Xtrue, Ytrue, model, metrics = c("x2y.mse"))

Arguments

Xtrue

The X block test data

Ytrue

The Y block test data

model

The fitted cross_projector

metrics

A character vector like c("x2y.mse","y2x.r2")

Value

A 1-row tibble with columns for each requested metric

Details

The metric names are of the form "x2y.mse", "x2y.rmse", "y2x.r2", etc.