XClass: An Automated Multiwavelength Machine-Learning Pipeline for Classification of Extragalactic X-ray Sources. I. Pipeline Description

arXiv:2610.00459 · astro-ph.HE, astro-ph.GA, astro-ph.IM · Submitted 2026-09-30 · Read on arXiv

astro-ph.HE, astro-ph.GA, astro-ph.IM

Submitted: 2026-09-30

Updated: 2026-09-30

Terminology

AGN — 46× in this paper · explained in 1 episode
Accuracy — 18× in this paper · explained in 1 episode
Calibration — 12× in this paper · explained in 7 episodes
Degeneracy — 7× in this paper · explained in 3 episodes
Chandra Source Catalog — 5× in this paper
Ablation — 2× in this paper · explained in 1 episode
Feature Engineering — 2× in this paper · explained in 3 episodes
Hubble Space Telescope — 2× in this paper
Interpretability — 2× in this paper · explained in 15 episodes
Robustness — 2× in this paper · explained in 5 episodes
Active Galactic Nuclei (AGN) — 1× in this paper · explained in 1 episode
Consistency — 1× in this paper · explained in 3 episodes
Generative Model — 1× in this paper · explained in 2 episodes
National Aeronautics and Space Administration — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes
Trace — 1× in this paper · explained in 2 episodes

Sources

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