Plot a Receiver Operating Characteristic (ROC) Curve

Source: R/plot_ml.R

Generates a ROC curve for AMR phenotype prediction results.

plotROC(test_data_plus_predictions)

Arguments

test_data_plus_predictions

A tibble of test data with prediction columns (e.g. the output of predictML() or runMLmodels(return_pred=TRUE)), or a path to a TSV file containing the same.

Value

A ROC curve plotted using ggplot2::autoplot().

Examples

data(demo_fit)
data(demo_ml_tibble)
preds <- predictML(demo_fit, demo_ml_tibble)
plotROC(preds)