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. Author manuscript; available in PMC: 2017 Aug 8.
Published in final edited form as: Neural Comput. 2014 Mar 31;26(6):1128–1168. doi: 10.1162/NECO_a_00576

Table 3.

The proportion of explained variation (R2) achieved by the NMF algorithms at the ranks with minimum AIC

Algorithm Behavior Rank (N= 4; median ± SD) R2 (N = 4; mean ± SD)

Gaussian Intact Jump 3 ± 0.58 85.16 ± 4.08
Deaff. Jump 2 ± 0.50 82.91 ± 3.52
Intact Swim 1 ± 0.00 56.78 ± 4.89
Deaff. Swim 1 ± 0.00 56.58 ± 12.33
KLGH
Intact Jump 2 ± 0.50 86.66 ± 3.64
Deaff. Jump 2 ± 0.50 85.22 ± 1.09
Intact Swim 2 ± 0.00 76.66 ± 3.68
Deaff. Swim 2 ± 0.00 80.00 ± 5.07
KLGMM
Intact Jump 2 ± 0.50 86.66 ± 3.64
Deaff. Jump 2 ± 0.50 85.22 ± 1.09
Intact Swim 2 ± 0.00 76.66 ± 3.69
Deaff. Swim 2 ± 0.00 80.00 ± 5.07
KLGd
Intact Jump 2 ± 0.50 98.21 ± 0.77
Deaff. Jump 2 ± 0.50 98.05 ± 0.17
Intact Swim 2 ± 0.50 92.81 ± 2.80
Deaff. Swim 2 ± 0.50 94.78 ± 2.70
JG Intact Jump 3 ± 0.50 98.05 ± 0.79
Deaff. Jump 3 ± 0.50 97.61 ± 0.47
Intact Swim 4 ± 0.50 93.03 ± 1.28
Deaff. Swim 4 ± 0.50 95.18 ± 1.05
KLIGH
Intact Jump 10 ± 0.96 99.07 ± 0.38
Deaff. Jump 11 ± 1.41 98.84 ± 0.54
Intact Swim 11 ± 0.82 99.25 ± 0.34
Deaff. Swim 12 ± 1.29 99.61 ± 0.30
KLIGMM
Intact Jump 9 ± 0.82 98.41 ± 0.45
Deaff. Jump 10 ± 1.73 98.67 ± 0.49
Intact Swim 11 ± 0.96 98.50 ± 0.46
Deaff. Swim 10 ± 1.50 98.95 ± 0.43
KLIGd
Intact Jump 10 ± 1.50 99.98 ± 0.02
Deaff. Jump 10 ± 1.41 99.98 ± 0.01
Intact Swim 11 ± 0.58 99.92 ± 0.03
Deaff. Swim 11 ± 1.41 99.97 ± 0.02