library(pROC) data(aSAH) plot.roc(aSAH$outcome, aSAH$s100b) The x and Y axis do not start nearby, there is an inner margin in the x axis in you maximize the image . I have tried usng the options xaxs = "i", yaxs = "i" but still an inner margin. How can i fix this?? thanks, david