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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 7.

Correlation between the molecular column densities and the negative scores for Cluster 2 in the upper-left panel of Figure 5. The orange squares represent the correlation obtained using the original column densities. The blue circles represent the mean correlation derived from Monte Carlo simulations, and the error bars indicate the ±1σ uncertainty estimated from the Monte Carlo results.

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