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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 [2025-10-30 09:48:56] Running for <dense matrix>.
#> ◌ [2025-10-30 09:48:56] Checking input parameters...
#> ℹ [2025-10-30 09:48:56] Using `L0` sparse regression model
#> ℹ [2025-10-30 09:48:56] Using 1 core
#> ⠙ [2025-10-30 09:48:56] Running [1/18] ETA:  1s
#> ✔ [2025-10-30 09:48:56] Completed 18 tasks in 261ms
#> 
#> ℹ [2025-10-30 09:48:56] Building results
#> ✔ [2025-10-30 09:48:56] Run done.
calculate_accuracy(
  network_table,
  example_ground_truth
)
#> $metrics
#>   Metric Value
#> 1    ACC 0.948
#>