Calculates AUROC metric with optional visualization
calculate_auroc(
network_table,
ground_truth,
return_plot = FALSE,
line_color = "#1563cc",
line_width = 1
)
A list containing metric and optional plot
data("example_matrix")
data("example_ground_truth")
network_table <- inferCSN(example_matrix)
#> ℹ [2025-04-22 07:40:05] Running for <dense matrix>.
#> ℹ [2025-04-22 07:40:05] Checking input parameters.
#> ℹ [2025-04-22 07:40:05] Using L0 sparse regression model.
#> ℹ [2025-04-22 07:40:05] Using 1 core
#> ✔ [2025-04-22 07:40:05] Run done.
calculate_auroc(
network_table,
example_ground_truth,
return_plot = TRUE
)
#> $metrics
#> Metric Value
#> 1 AUROC 0.952
#>
#> $plot
#>