RF and CF feature relevance, boxplots for the 20 curated neurally-relevant features. Feature relevance boxplots for loss-based features (red) and gain-based features (blue). Mean decrease gini (MDG) and Mean decrease accuracy (MDA) were used for RF. MDA, with and without correlation adjustment, was used for CF. For all relevance metrics, higher values correspond to more relevant features.