Create ROC plot from cross validation results
Create ROC plot from cross validation results
rocplot(plot_data, ...)
plot_data |
dataframe with columns: response, prediction and method |
... |
additional commmands plot.roc such as main |
returns ROC plot
Ben Sherwood <ben.sherwood@ku.edu>
x <- matrix(rnorm(800),ncol=8) y <- runif(100) < exp(1 + x[,1] + x[,5])/(1+exp(1 + x[,1] + x[,5])) cv_results <- cv(x,y=y,method_name="without_formula") combined_data <- data.frame(y=y,x1=x[,1],x5=x[,5]) gx <- x[,c(2,3,4,6,7,8)] cvf <- cv(genomic_x=gx,clinical_formula=y~x1+x5, data=combined_data,method_name="with_form") total_results <- rbind(cv_results,cvf) rocplot(total_results,main="rocplot test")
Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.