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. 2020 Jan 24;6(4):eaay5206. doi: 10.1126/sciadv.aay5206

Table 1. Results from fourfold cross-validation in single-subject recordings (intrasubject CV) and from leave-one-subject-out cross-validation with multiple-subject recordings (intersubject CV).

MLR with four band area features and PLS regression with full-range spectra were used. CEG, consensus error grid.

Band-area feature Full-range spectrum
R CEG A + B (%) R CEG A + B (%)
A. Intrasubject CV
  Trial 1 0.97 85.4 0.98 92.7
  Trial 2 0.93 100.0 0.95 100.0
  Trial 3 0.65 83.0 0.87 85.1
  Average 0.85 89.4 0.94 92.6
B. Intersubject CV
  Trial 1 0.95 51.2 0.87 58.5
  Trial 2 0.90 84.1 0.83 0.0
  Trial 3 0.88 83.0 0.17 27.7
  Average 0.91 72.8 0.62 28.7