Figure 6 | Scientific Reports

Figure 6

From: Selecting the most important self-assessed features for predicting conversion to mild cognitive impairment with random forest and permutation-based methods

Figure 6

The five most important features are SCD, age, APOE, frequency family relationship and sweets eating habits. (a) Each point represents a subject, blue for healthy, and for red for MCI. (b) is the aggregate of the Shapley values. The more sparse the distribution of points as depicted in (a) or what is the same the longer the bar is in (b), the more important the feature is.

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