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A New Framework for Multiline Analysis Combined Kernel Principal Component Analysis and Kernel Shapley Additive Explanations: A Case of NGC 1068 ALMA Band 3 Data

  • Authors: Hiroma Okubo, Tsutomu T. Takeuchi, Shotaro Akaho, Toshiki Saito, Yasuhiko Igarashi, Nario Kuno, Nanase Harada, Akio Taniguchi, Shuro Takano, Taku Nakajima

Hiroma Okubo et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 3.

Kernel PCA results. The first row shows the contribution ratio (CR) and cumulative contribution ratio (CCR). The second row displays the KPC1 map on the left and the KPC2 map on the right, while the third row shows the KPC3 map on the left and the KPC4 map on the right. The color represents the KPCi scores. The black circle marks the field of view (FoV) of the [C I] data (T. Saito et al. 2022a). The crossed dashed lines denote the direction of the outflow (T. Saito et al. 2022b).

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