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 [2025-10-30 09:48:59] Running for <dense matrix>.
#> ◌ [2025-10-30 09:48:59] Checking input parameters...
#> ℹ [2025-10-30 09:48:59] Using `L0` sparse regression model
#> ℹ [2025-10-30 09:48:59] Using 1 core
#> ⠙ [2025-10-30 09:48:59] Running [5/18] ETA:  0s
#> ✔ [2025-10-30 09:48:59] Completed 18 tasks in 206ms
#> 
#> ℹ [2025-10-30 09:48:59] Building results
#> ✔ [2025-10-30 09:48:59] Run done.
calculate_f1(
  network_table,
  example_ground_truth
)
#> $metrics
#>   Metric Value
#> 1     F1 0.692
#>