R语言plot(ROC)函数中,定义x与y的长度相同,且都为0-100。告诉R代码。
时间: 2024-06-10 10:07:44 浏览: 104
Sure, here is the R code for creating a ROC plot using the plot() function in R:
```{r}
# Sample data
set.seed(123)
x <- runif(100)*100
y <- runif(100)*100
class <- ifelse(x+y > 125, 1, 0)
# Creating ROC curve
library(pROC)
roc_obj <- roc(class, x) # x is predictor variable
roc_data <- coords(roc_obj, "all") # get coordinates of ROC curve
# Plotting ROC curve
plot(roc_data[,1], roc_data[,2], type = "l", xlab = "False Positive Rate", ylab = "True Positive Rate", main = "ROC Curve")
```
This will create an ROC plot with x and y axes ranging from 0 to 1. If you want to change the axis ranges to 0-100, you can use the `ylim` and `xlim` arguments as follows:
```{r}
plot(roc_data[,1]*100, roc_data[,2]*100, type = "l", xlab = "False Positive Rate (%)", ylab = "True Positive Rate (%)",
main = "ROC Curve", xlim = c(0, 100), ylim = c(0, 100))
```
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