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View model metrics and record best model interactively

Source: R/select_model_gui.R
select_model.Rd

Model metrics are displayed as a table in an R Shiny application. Check boxes next to models allow users to record preferred or best model.

Usage

select_model(project, overwrite_table = FALSE)

Arguments

project

String, name of project.

overwrite_table

Logical, should best model table be written over? If table exists and value is FALSE, appends new results to existing table. Defaults to FALSE.

Details

Opens an interactive data table that displays model measures of fit for each model run saved in the model measures of fit table in the FishSET database. The name of this table should contain the string 'out.mod'. Users can delete models from the table and select the preferred model by checking the "selected" box. The table is then saved to the FishSET database with two new columns added, a TRUE/FALSE selected column and the date it was selected. The table is saved with the phrase 'modelChosen' in the FishSET database. The function can also be called indirectly in the discretefish_subroutine by specifying the select.model argument as TRUE. The 'modelChosen' table is not used in any functions. The purpose of this function and the 'modelChosen' table is to save a reference of the preferred model.

Examples

if (FALSE) {
select_model("pollock", overwrite_table = FALSE)
}