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Table 1 Neural features important in model prediction accuracies

From: Sex differences in the ability of corticostriatal oscillations to predict rodent alcohol consumption

Male vs. female (diestrus)

Predicting alcohol intake levels: males

Feature

Mean AUC

Direction

Feature

R2

Slope

Left NAcSh θ

0.818

Male > Female

Right NAcSh α

0.505

− 243.08

Right NAcSh θ

0.788

Male < Female

Left NAcSh α

0.483

−283.80

Left mPFC–right NAcSh lγ

0.782

Male < Female

Left NAcSh θ

0.422

−186.40

Left mPFC–right NAcSh hγ

0.767

Male < Female

Right mPFC – Right NAcSh lγ

0.409

−4.37

Left mPFC–left NAcSh Δ

0.766

Male > Female

Right NAcSh β

0.393

−82.98

  1. The top 5 LFP features used in models predicting males vs. diestrus females and alcohol intake levels in males. Frequency bands [delta (Δ), theta (θ), alpha (α), beta (β), low gamma (lγ), and high gamma (hγ)] are described for power features within and coherence features between neural sites