Calculate F1 Score

Calculates F1 score

Usage

calculate_f1(network_table, ground_truth)

Arguments

network_table

A data frame of predicted network structure

ground_truth

A data frame of ground truth network

Value

A list containing the metric

Examples

data(example_matrix)
data("example_ground_truth")
network_table <- inferCSN(example_matrix)
#> ℹ [2025-10-16 02:36:37] Running for <dense matrix>.
#> ◌ [2025-10-16 02:36:37] Checking input parameters...
#> ℹ [2025-10-16 02:36:37] Using `L0` sparse regression model
#> ℹ [2025-10-16 02:36:37] Using 1 core
#> ⠙ [2025-10-16 02:36:37] Running [1/18] ETA:  0s
#> ✔ [2025-10-16 02:36:37] Completed 18 tasks in 200ms
#> 
#> ℹ [2025-10-16 02:36:37] Building results
#> ✔ [2025-10-16 02:36:37] Run done.
calculate_f1(
  network_table,
  example_ground_truth
)
#> $metrics
#>   Metric Value
#> 1     F1 0.692
#>