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Get default pipeline configuration

config_pipe.Rd

Returns a list of default options for the full anomaly detection and coincidence pipeline. Can be used to initialize parameter settings prior to calling arch() or pipe().

Usage

config_pipe(t_batch = 1L, replace = NULL)

Arguments

t_batch

A time length of batch data (Default is 1 in second).

replace

Optional named list to override default values.

Value

A named list containing the following fields:

  • d, p, q: Differencing and ARMA model orders.

  • fl, fu: Frequency bounds for band-pass filtering.

  • arch: Architecture function (default: arch).

  • nmax, scale: Anomaly detection thresholds.

  • method, decomp: Anomaly detection method and decomposition.

  • eps: DBSCAN epsilon for clustering anomalies.

  • DQ: Data quality flag (default: "BURST_CAT2").

  • window_size, overlap, mean.func: Coincidence analysis parameters.

  • P_update: Update probability for coincidence test.

  • n_missed: Number of samples missed due to differencing/ARMA lag.

Examples

if (FALSE) { # \dontrun{
# Get default configuration
opt <- config_pipe()

# Override specific values
opt2 <- config_pipe(list(p = 512, q = 10, fl = 16))
} # }