ASCL.net

Astrophysics Source Code Library

Making codes discoverable since 1999

ASCL Code Record

[ascl:1705.015] WeirdestGalaxies: Outlier Detection Algorithm on Galaxy Spectra

WeirdestGalaxies finds the weirdest galaxies in the Sloan Digital Sky Survey (SDSS) by using a basic outlier detection algorithm. It uses an unsupervised Random Forest (RF) algorithm to assign a similarity measure (or distance) between every pair of galaxy spectra in the SDSS. It then uses the distance matrix to find the galaxies that have the largest distance, on average, from the rest of the galaxies in the sample, and defined them as outliers.

Code site:
https://github.com/dalya/WeirdestGalaxies
Appears in:
http://adsabs.harvard.edu/abs/2017MNRAS.465.4530B
Bibcode:
2017ascl.soft05015B

ascl:1705.015
Add this shield to your page
Copy the above HTML to add this shield to your code's website.
Views: 529