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Fig. 7.

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Representation of the model p(Imain|M500c, z) predicting a cluster to be detected and selected with an extent likelihood above three. The explanatory variables (features) are labels attached to simulated clusters in the twin simulation, standing for galaxy cluster M500c mass and cosmological redshift. The bottom-left panel represents contours of equal detection probability, labelled in steps of 0.1. Both one-dimensional curves (top-left and bottom-right panels) are slices through the function displayed in the bottom-left corner, at fixed z = 0.3 and M500c = 3 × 1014M (indicated with dotted lines).

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