Calculate F1 Score — calculate

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 [2025-08-24 03:06:18] Running for <dense matrix>.
#> ℹ [2025-08-24 03:06:18] Checking input parameters.
#> ℹ [2025-08-24 03:06:18] Using L0 sparse regression model.
#> ℹ [2025-08-24 03:06:18] Using 1 core
#> ℹ [2025-08-24 03:06:18] Building results
#> ✔ [2025-08-24 03:06:18] Run done.
calculate_f1(
  network_table,
  example_ground_truth
)
#> $metrics
#>   Metric Value
#> 1     F1 0.692
#>