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Chunk #33 — Results — Between-group differences in efficient connectivity in data set 1 — Validation analysis of the SVC classification and SVR prediction in an independent data set

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Atypical effective connectivity from the frontal cortex to striatum in alcohol use disorder.
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The SVR predictive model derived from data set 1 was utilized to predict the addiction severity of patients with AUD in an independent cohort. The SVR prediction model could predict MAST scores (R2 = 0.20; P = 0.007; MAE = 5.16; Fig. 5B), AUDIT scores (R2 = 0.17; P = 0.01; MAE = 3.85; Fig. 5C) in independent data set 2.