Slowing and Loss of Complexity in Alzheimer's EEG: Two Sides of the Same Coin?

Table 3

Classification rates for discriminant analysis (DA) of the lossless compression ratios, LZ complexity and relative power in theta band.

MCI versus control
Measure	Linear DA	Quadratic DA	SVM
theta	76.67%	76.67%	76.67%
ffDTF	63.33%	71.67%	78.33%
ρ	75%	75%	76.67%
ffDTF + ρ	76.67%	83.33%	80.00%
Theta + ρ	78.33%	83.33%	80.00%
Mild AD versus control
Measure	Linear DA	Quadratic DA	SVM
1D SPIHT CR	80.49%	80.49%	80.49%
2D SPIHT CR	82.93%	82.93%	85.37%
2D SPIHT+AC CR	75.61%	80.49%	82.93%
LZ complexity	68.29%	68.29%	68.29%
theta	95.12%	95.12%	95.12%
ffDTF	58.54%	78.05%	82.93%
ρ	56.10%	63.41%	63.41%
ffDTF + ρ	65.85%	70.73%	78.05%
theta + ffDTF	95.12%	92.68%	95.12%
theta + ffDTF +	95.12%	92.68%	97.56%
1D SPIHT CR