Table 1.

Neural features important in model prediction accuracies

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

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