calculate-and-classify-outlier-score

id	f31fedee-d817-4ec0-aa85-6ac28a9c2650
name	calculate_and_classify_outlier_score
description	Calculates the 'outlier score' (MAD divided by Mean) for a dataset and classifies the variation level using specific user-defined ranges, handling edge cases like single-value datasets.
version	0.1.2
tags	["outlier detection","statistics","data analysis","mean absolute deviation","variation","calculation","spectroscopy","normalization","extinction spectra","data processing","min-max"]
triggers	["calculate the outlier score","find the outlier score for this dataset","detect outliers using mean absolute deviation","calculate mean absolute deviation divided by mean","classify this outlier score","calculate variation score","normalize extinction spectra","how to normalize extinction spectra","apply min-max normalization to spectra","correct normalization formula for extinction data"]

calculate_and_classify_outlier_score

Calculates the 'outlier score' (MAD divided by Mean) for a dataset and classifies the variation level using specific user-defined ranges, handling edge cases like single-value datasets.