Image Details

Choose export citation format:

Machine-learning Morphological Classification of TESS Light Curves of T Tauri Stars

  • Authors: Astaroth Elizabethson, Javier Serna, Alejandro García-Varela, Jesús Hernández, Juan F. Cabrera-García

Astaroth Elizabethson et al 2023 The Astronomical Journal 166 .

  • Provider: AAS Journals

Caption: Figure 1.

Normalized distributions of χ 2 for our study samples. The left panel shows comparative histograms of χ 2 for the training and testing samples. The dotted vertical line shows the quality cut χ 2 = 0.006, defined as 3σ levels from the minor distribution peak. The right panel shows the cumulative plot of χ 2 per stellar region in the testing sample. The γ Velorum LCs could be more affected by systematic effects than other stellar regions. For example, the quality cut indicates that 30% of γ Velorum LCs are strongly dominated by systematics, while 10% of the LCs in other regions have this problem.

Other Images in This Article
Copyright and Terms & Conditions

Additional terms of reuse