PreSelection: Perform the preliminary selection
In cvitolo/amca: Automatic Model Configuration Algorithm (AMCA)

Description Usage Arguments Value Examples

Perform the preliminary selection

1 2	PreSelection(ModelList, Indices, threshold, selectM = TRUE, selectP = FALSE, type = "independent")

`ModelList`	this is the list of model structures
`Indices`	this is the array containing the Model Performance Indices rescaled in the range [0,1], see `RescaleIndices`.
`threshold`	is a number between 0 and 1 setting the filtering threshold.
`selectM`	boolean value. If it is TRUE the preselection applies to model structures
`selectP`	boolean value. If it is TRUE the preselection applies to parameter sets
`type`	it can either be "dependent" or "independent"

list of two data.frames, each with two columns: models = row number (row) and model identification number (mid); params = row number (row) and model identification number (pid), by definition row and pid coincide.