Nothing
`evaluation.strip.plot` <- function(
data, TrainData=NULL,
variable.focal=NULL, model.focal=NULL, ylim=c(0, 1.25),
dev.new.width=7, dev.new.height=7, ...
)
{
if (is.null(TrainData) == F) {
TrainData <- TrainData[TrainData[, "pb"]==1, ]
TrainData[, "pb"] <- as.factor(TrainData[, "pb"])
}
modelnames <- c("MAXENT", "MAXNET", "MAXLIKE", "GBM", "GBMSTEP", "RF", "CF", "GLM", "GLMSTEP", "GAM", "GAMSTEP", "MGCV",
"MGCVFIX", "EARTH", "RPART", "NNET", "FDA", "SVM", "SVME", "GLMNET",
"BIOCLIM.O", "BIOCLIM", "DOMAIN", "MAHAL", "MAHAL01", "ENSEMBLE")
modelnames <- names(data)[which(names(data) %in% modelnames)]
if(is.null(variable.focal)==F) {
v <- which(names(data) == variable.focal)
v <- v-2
f <- data[,1]==v
vars <- max(data[,1])
# plot for all model.focals
if (is.null(model.focal) == T) {
n.models <- length(modelnames)
# model.focals with data
dim1 <- max(1, ceiling(sqrt(n.models)))
dim2 <- max(1, ceiling(n.models/dim1))
par.old <- graphics::par(no.readonly=T)
if (dev.new.width > 0 && dev.new.height > 0) {grDevices::dev.new(width=dev.new.width, height=dev.new.height)}
graphics::par(mfrow=c(dim1,dim2))
for (j in 1:n.models) {
if (is.null(TrainData)==T || is.factor(TrainData[, which(names(TrainData) == variable.focal)])==T) {
graphics::plot(data[f,v+2], data[f, 2+vars+j], main=variable.focal, xlab="", ylab=names(data)[2+vars+j], ylim=ylim, ...)
}else{
graphics::plot(data[f,v+2], data[f, 2+vars+j], main=variable.focal, xlab="", ylab=names(data)[2+vars+j], ylim=ylim, ...)
graphics::boxplot(TrainData[, which(names(TrainData) == variable.focal)] ~ TrainData[,"pb"], add=T, horizontal=T)
}
}
graphics::par(par.old)
}else{
m <- which(names(data) == model.focal)
if (dev.new.width > 0 && dev.new.height > 0) {grDevices::dev.new(width=dev.new.width, height=dev.new.height)}
if (is.null(TrainData)==T || is.factor(TrainData[, which(names(TrainData) == variable.focal)])==T) {
graphics::plot(data[f,v+2], data[f, m], main=variable.focal, xlab="", ylab=model.focal, ylim=ylim, ...)
}else{
graphics::plot(data[f,v+2], data[f, m], main=variable.focal, xlab="", ylab=model.focal, ylim=ylim, ...)
graphics::boxplot(TrainData[, which(names(TrainData) == variable.focal)] ~ TrainData[,"pb"], add=T, horizontal=T)
}
}
}
if(is.null(model.focal)==F && is.null(variable.focal)==T) {
m <- which(names(data) == model.focal)
# model.focals with data
vars <- max(data[,1])
dim1 <- max(1, ceiling(sqrt(vars)))
dim2 <- max(1, ceiling(vars/dim1))
if (dev.new.width > 0 && dev.new.height > 0) {grDevices::dev.new(width=dev.new.width, height=dev.new.height)}
par.old <- graphics::par(no.readonly=T)
graphics::par(mfrow=c(dim1,dim2))
for (i in 1:vars) {
f <- which(data[,1]==i)
if (is.null(TrainData)==T || is.factor(TrainData[, which(names(TrainData) == names(data)[i+2])])==T) {
graphics::plot(data[f,i+2], data[f, m], main=names(data)[i+2], xlab="", ylab=model.focal, ylim=ylim, ...)
}else{
graphics::plot(data[f,i+2], data[f, m], main=names(data)[i+2], xlab="", ylab=model.focal, ylim=ylim, ...)
varfocal <- names(data)[i+2]
graphics::boxplot(TrainData[, which(names(TrainData) == varfocal)] ~ TrainData[,"pb"], add=T, horizontal=T)
}
}
graphics::par(par.old)
}
}
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