notesum.ai

Published at November 27

astro-ph.IM

cs.LG

Released Date: November 27, 2024

Authors: Nadine M. Trummer¹, Amit Reza¹, Michael A. Steindorfer¹, Christiane Helling¹

Aff.: ¹Space Research Institute, Austrian Academy of Sciences, Graz, Austria

Classifier	Uniques [%]	Families [%]	Types [%]
1-NN+ED	48.14 $\pm$ 5.85	53.75 $\pm$ 7.08	57.64 $\pm$ 5.56
1-NN+DTW	76.28 $\pm$ 2.68	80.32 $\pm$ 4.27	81.56 $\pm$ 9.43
RDF	65.34 $\pm$ 5.34	68.62 $\pm$ 5.12	67.45 $\pm$ 7.03
XGB	58.23 $\pm$ 5.32	63.97 $\pm$ 4.59	61.37 $\pm$ 7.80
Features+RDF	87.55 $\pm$ 4.99	90.70 $\pm$ 5.42	86.67 $\pm$ 6.43
Features+XGB	88.17 $\pm$ 4.82	89.89 $\pm$ 5.30	86.27 $\pm$ 7.44