Photometric Redshift Analysis using Supervised Learning Algorithms and Deep Learning

We present a catalogue of galaxy photometric redshifts for the Sloan Digital Sky Survey (SDSS) Data Release 12. We use various supervised learning algorithms to calculate redshifts using photometric attributes on a spectroscopic training set. Two training sets are analysed in this paper. The first t...

Cijeli opis

Bibliografski detalji
Glavni autori: Chong De Wei, Kenny, Yang Abel
Format: Članak
Jezik:English
Izdano: EDP Sciences 2019-01-01
Serija:EPJ Web of Conferences
Online pristup:https://www.epj-conferences.org/articles/epjconf/pdf/2019/11/epjconf_ismd18_09006.pdf