Fig. 2
From: Interpretable and integrative deep learning for discovering brain-behaviour associations
Investigation of the ROIs association with SRS in thickness. Each line corresponds to an ROI. Dotted black lines are not selected by the stability selection procedure (using the threshold \(\pi _\text {thr} = 0.4\) represented by the red horizontal dotted line in (c)) when using the RSA-weighted mean as an aggregation function. The selected ROIs are coloured consistently across the three plots. The three plots display (a) the mean coefficients aggregated across models for a given split, (b) the ROIs stability paths \(\Pi\) when using a mean operator to aggregate the DAA coefficients, and (c) the ROIs stability paths \(\Pi\) when using a RSA-weighted mean operator to aggregate the DAA coefficients against the number of models in the ensembling \(n_E\).
