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Table 3 Details on CV and validation sets for time windows of 2 to 5 years and the First Last approach

From: Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows

 

CV set

Validation set

sMCI

cMCI

sMCI

cMCI

FL approach

377 (62%)

227 (38%)

85 (74%)

30 (26%)

2-Year window

280 (75%)

94 (25%)

53 (80%)

13 (20%)

3-Year window

206 (60%)

137 (40%)

34 (61%)

22 (39%)

4-Year window

146 (47%)

166 (53%)

22 (47%)

25 (53%)

5-Year window

106 (36%)

190 (64%)

10 (28%)

26 (72%)

  1. Note: sMCI- stable MCI; cMCI – converter MCI