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Calculate Accuracy

Source: R/network_evaluation.R
calculate_accuracy.Rd

Calculates accuracy metric

Usage

calculate_accuracy(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 03:06:15] Running for <dense matrix>.
#> ℹ [2025-08-24 03:06:15] Checking input parameters.
#> ℹ [2025-08-24 03:06:15] Using L0 sparse regression model.
#> ℹ [2025-08-24 03:06:15] Using 1 core
#> ⠙ [2025-08-24 03:06:15] Running [1/18] ETA:  1s
#> ✔ [2025-08-24 03:06:15] Completed 18 tasks in 192ms
#> 
#> ℹ [2025-08-24 03:06:16] Building results
#> ✔ [2025-08-24 03:06:16] Run done.
calculate_accuracy(
  network_table,
  example_ground_truth
)
#> $metrics
#>   Metric Value
#> 1    ACC 0.948
#>