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omicsTools (version 1.1.7)

define_thresholds: Define Anomaly Thresholds

Description

Define Anomaly Thresholds

Usage

define_thresholds(
  skewness = 2.5,
  kurtosis = 10,
  shapiro_p = 1e-10,
  cooks_distance = 1,
  lof = 15
)

Value

A list of thresholds for anomaly detection.

Arguments

skewness

The threshold for skewness. Defaults to 2.5.

kurtosis

The threshold for kurtosis. Defaults to 10.

shapiro_p

The threshold for Shapiro-Wilk test p-value. Defaults to 1e-10.

cooks_distance

The threshold for Cook's Distance. Defaults to 1.

lof

The threshold for Local Outlier Factor. Defaults to 15.

Examples

Run this code
thresholds <- define_thresholds()
thresholds <- define_thresholds(skewness = 3, kurtosis = 8)

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