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#' (ii) Visualization
#'
#' Start the Shiny based interactive visualization tool to show the subgroup results
#' generated by subscreencalc.
#' See and explore all subgroup results at one glance. Pick and chose a specific
#' subgroup, the level of combinations or a certain factor with its combinations.
#' Switch easily between different endpoint/target variables.
#'
#' @param scresults SubScreenResult object with results from a subscreencalc call
#' @param variable_importance variable importance object calculated via subscreenvi to unlock
#' 'variable importance'-tab in the app
#' @param host host name or IP address for Shiny display
#' @param port port number for Shiny display
#' @param NiceNumbers list of numbers used for a 'nice' scale
#' @param windowTitle title which is shown for the browser tab
#' @param graphSubtitle subtitle for explorer plot
#' @param favour_label_verum_name verum name for label use in explorer graph
#' @param favour_label_comparator_name comparator name for label use in explorer graph
#'
#' @keywords subgroup analysis visualization
#' @import shiny
#' @importFrom methods is
#' @export subscreenshow
subscreenshow <- function (
scresults = NULL,
variable_importance = NULL,
host = NULL,
port = NULL,
NiceNumbers = c(1, 1.5, 2, 4, 5, 6, 8, 10),
windowTitle = "Subgroup Explorer",
graphSubtitle = NULL,
favour_label_verum_name = NULL,
favour_label_comparator_name = NULL
){
####.. warnings ####
if (!is.null(scresults)) {
if (is(scresults) != "SubScreenResult") {
cat("Error: subscreenshow requires results of class 'SubScreenResult'")
stop()
}
}
if (!requireNamespace("shiny", quietly = TRUE)) {
cat("Error: subscreenshow requires the package shiny to be installed")
stop()
}
if (!requireNamespace("shinyjs", quietly = TRUE)) {
cat("Error: subscreenshow requires the package shinyjs to be installed")
stop()
}
if (!requireNamespace("bsplus", quietly = TRUE)) {
cat("Error: subscreenshow requires the package bsplus to be installed")
stop()
}
if (!requireNamespace("colourpicker", quietly = TRUE)) {
cat("Error: subscreenshow requires the package colourpicker to be installed")
stop()
}
if (!requireNamespace("DT", quietly = TRUE)) {
cat("Error: subscreenshow requires the package DT to be installed")
stop()
}
if (!requireNamespace("dplyr", quietly = TRUE)) {
cat("Error: subscreenshow requires the package dplyr to be installed")
stop()
}
appDir <- system.file("shiny-app", "subscreen", "app.R", package = "subscreen")
if (appDir == "") {
stop("Could not find Shiny app directory. Please try to re-install `subscreen`.", call. = FALSE)
}
apppars <- list(
scresults = scresults,
scresults_name = deparse(substitute(scresults)),
variable_importance = variable_importance,
NiceNumbers = NiceNumbers
)
ui <- server <- NULL
source(appDir, local=TRUE)
server_env <- environment(server)
server_env$apppars <- apppars
app <- shiny::shinyApp(ui, server)
shiny::runApp(app, display.mode = "normal", host = host, port = port)
}
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