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 [2025-06-17 13:47:03] Running for <dense matrix>.
#> ℹ [2025-06-17 13:47:03] Checking input parameters.
#> ℹ [2025-06-17 13:47:03] Using L0 sparse regression model.
#> ℹ [2025-06-17 13:47:03] Using 1 core
#> ℹ [2025-06-17 13:47:03] Elapsed 0.14 sec
#> ✔ [2025-06-17 13:47:03] Run done.
calculate_f1(
  network_table,
  example_ground_truth
)
#> $metrics
#>   Metric Value
#> 1     F1 0.692
#>