R/getLegendData.R

Defines functions getLegendData

### getLegendData.R --- 
#----------------------------------------------------------------------
## Author: Thomas Alexander Gerds
## Created: Oct 13 2017 (10:50) 
## Version: 
## Last-Updated: Sep 19 2019 (12:27) 
##           By: Thomas Alexander Gerds
##     Update #: 62
#----------------------------------------------------------------------
## 
### Commentary: 
## 
### Change Log:
#----------------------------------------------------------------------
## 
### Code:
getLegendData <- function(object,
                          models,
                          times,
                          brier.in.legend=TRUE,
                          format.brier,
                          auc.in.legend=TRUE,
                          format.auc,
                          drop.null.model=TRUE,
                          scale=100,
                          digits=1,
                          ...){
    model=AUC=lower=upper=Brier=NULL
    if (missing(models)) {
        models <- names(object$models)
    }
    if(!is.null(object$null.model)){
        if (drop.null.model==TRUE) models <- models[models!=object$null.model]
    }
    maxlen <- max(nchar(as.character(models)))
    legend.text.models <- sprintf(paste0("%",maxlen,"s"),models)
    if (missing(format.auc))
        format.auc <- paste0("%1.",digits,"f [%1.",digits,"f;%1.",digits,"f]")
    if (missing(format.brier))
        format.brier <- paste0("%1.",digits,"f [%1.",digits,"f;%1.",digits,"f]")
    if (is.null(object$null.model) || drop.null.model[[1]]==TRUE){
        keep.null.model <- FALSE
    }else{
        if (brier.in.legend==TRUE){
            keep.null.model=TRUE
        }else{
            keep.null.model=match(object$null.model,models,nomatch=FALSE)
        }
    }
    if (auc.in.legend==TRUE){
        if (is.null(object$AUC)){
            warning("Cannot show AUC as it is not stored in object. Set metrics='auc' in the call of Score.")
            legend.text.auc <- NULL
        }else{
            auc.data <- object$AUC$score[(model%in%models)]
            if (object$response.type!="binary"){
                if (missing(times)){
                    tp <- max(auc.data[["times"]])
                    if (length(unique(auc.data$times))>1)
                        warning("Time point not specified, use max of the available times: ",tp)
                } else{ ## can only do one time point
                    tp <- times[[1]]
                    if (!(tp%in%unique(auc.data$times)))
                        stop(paste0("Requested time ",times[[1]]," is not in object"))
                }
                auc.data <- auc.data[times==tp]
            }else tp <- NULL
            if (keep.null.model==FALSE){
                if(!is.null(object$null.model)){
                    auc.data <- auc.data[model!=object$null.model]
                }
            }
            ## user's order
            auc.data[,model:=factor(model,levels=models)]
            setkey(auc.data,model)
            legend.text.auc <- auc.data[,sprintf(fmt=format.auc,scale*AUC,scale*lower,scale*upper)]
        }
    }else{
        legend.text.auc <- NULL
    }
    if (brier.in.legend==TRUE){
        if (is.null(object$Brier)){
            warning("Cannot show Brier score as it is not stored in object. Set metrics='brier' in the call of Score.")
            legend.text.brier <- NULL
        }else{
            brier.data <- object$Brier$score[(model%in%models)]
            if (object$response.type!="binary"){
                if (missing(times)){
                    tp <- max(brier.data[["times"]])
                    if (length(unique(brier.data$times))>1)
                        warning("Time point not specified, use max of the available times: ",tp)
                } else{ ## can only do one time point
                    tp <- times[[1]]
                    if (!(tp%in%unique(brier.data$times)))
                        stop(paste0("Requested time ",times[[1]]," is not in object"))
                }
                brier.data <- brier.data[times==tp]
            }else tp <- NULL
            if (!is.null(object$null.model) && keep.null.model[[1]]==FALSE){
                brier.data <- brier.data[model!=object$null.model]
            }
            brier.data[,model:=factor(model,levels=models)]
            setkey(brier.data,model)
            legend.text.brier <- brier.data[,sprintf(fmt=format.brier,scale*Brier,scale*lower,scale*upper)]
        }
    }else{
        legend.text.brier <- NULL
    }
    out <- cbind(legend.text.models,
                 AUC=legend.text.auc,
                 Brier=legend.text.brier)
    out
}


######################################################################
### getLegendData.R ends here

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riskRegression documentation built on Jan. 13, 2021, 11:12 a.m.