Integrating across neuroimaging modalities boosts prediction accuracy of cognitive ability
Fig 3
Regression coefficient distribution of each single-channel in the stacked model.
Across the 100 different data splits, the weight distribution assigned to the out-of-sample predictions of each brain measurement by the stacked LASSO model in those cognitive scores in which stacking significantly improved the overall performance.