R：ggplot 图例中未显示线型和颜色手册

Question

我正在使用 ggplot 将以下数据（存储为 data.frame 对象）绘制为 ROC-AUC 图。我想以独特的线型和颜色显示每个数据，并将它们排列到图中的图例中，所以我引用了这个 thread，但我的代码（在下面）似乎不起作用。线型和颜色只是没有显示在图例上。如果有人能指出我的代码中的错误或建议替代方法来实现预期结果，我将不胜感激。

library(ggplot2)

df1 <- readRDS(url("https://www.dropbox.com/s/rtkyjs4af9h0qhx/df1.rds?dl=1"))
df2 <- readRDS(url("https://www.dropbox.com/s/r3qlvm36ybxqpcz/df2.rds?dl=1"))
df3 <- readRDS(url("https://www.dropbox.com/s/ebd8vu3l8iefzcz/df3.rds?dl=1"))
df4 <- readRDS(url("https://www.dropbox.com/s/cud2g0xijcc5cql/df4.rds?dl=1"))
df5 <- readRDS(url("https://www.dropbox.com/s/pzaznhozuxywnuc/df5.rds?dl=1"))
df6 <- readRDS(url("https://www.dropbox.com/s/n8ryyboznmxf1dq/df6.rds?dl=1"))


ggplot() + 
  geom_line(data = df1, aes(X3, X2, col = "Model 1: 76.9", linetype = "Model 1: 76.9"), size = 1.1, alpha=0.8) + 
  geom_line(data = df2, aes(X3, X2, col = "Model 2: 78.3", linetype = "Model 2: 78.3"), size = 1.1, alpha=0.8) + 
  geom_line(data = df3, aes(X3, X2, col = "Model 3: 77.2", linetype = "Model 3: 77.2"), size = 1.1, alpha=0.6) + 
  geom_line(data = df4, aes(X3, X2, col = "Model 4: 77.3", linetype = "Model 4: 77.3"), size = 1.1, alpha=0.6) + 
  geom_line(data = df5, aes(X3, X2, col = "Model 5: 78.5", linetype = "Model 5: 78.5"), size = 1.1, alpha=0.4) + 
  geom_line(data = df6, aes(X3, X2, col = "Model 6: 78.5", linetype = "Model 6: 78.5"), size = 1.1, alpha=0.4) + 
  scale_color_manual(name = "       Model  AUC", 
                     values = c("Model 1: 76.9" = "#F8766D", "Model 2: 78.3" = "#F8766D", "Model 3: 77.2" = "#00BFC4", "Model 4: 77.3" = "#00BFC4", "Model 5: 78.5" = "#00BFC4", "Model 6: 78.5" = "#00BFC4")) +
  scale_linetype_manual(name = "       Model  AUC", values = c("Model 1: 76.9" = "solid", "Model 2: 78.3" = "dotted", "Model 3: 77.2" = "solid", "Model 4: 77.3" = "dotted", "Model 5: 78.5" = "dashed", "Model 6: 78.5" = "dotdash")) +
  labs(title="ROC AUC", x ="1 - Specificity (%)", y = "Sensitivity (%)") +
  theme_bw() + scale_x_continuous(labels = c(0, 25, 50, 75, 100)) +
  theme(plot.title = element_text(hjust = 0.5), legend.position = c(0.80, 0.35))

Answer 1

如果这仅发生在您的绘图面板中，请尝试 ggsave 例如。

在我的绘图面板中，它看起来和你的图片一样：

但是，将其保存在文件夹中后，我得到了颜色和线型：

R：ggplot 图例中未显示线型和颜色手册

R: linetype and color manual not showing in ggplot legend

ggplot2

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