Figure 7: The variation of features during transition from alertness to drowsiness state including (a) variance, (b) average, (c) standard deviation, (d) shape factor, (e) kurtosis, (f) range, (g) energy, (h) RMS, (i) entropy, and power spectral of (j) delta, (k) theta, (l) alpha, (m) beta bands