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Table 4:
The Proportion of Explained Variation (R2) Achieved by the NMF Algorithms in Four Frog Behaviors at the Rank Determined by the JG Algorithm.
Intact JumpDeafferented JumpIntact SwimDeafferented Swim
Algorithmr=3r=3r=4r=4
Gaussian 87.69 1.21 87.38 1.04 85.43 1.83 87.89 4.51 
KLHG 91.97 1.48 90.58 1.17 87.17 1.13 90.11 2.47 
KLMMG 91.97 1.48 90.58 1.17 87.16 1.13 90.11 2.47 
KLdG 98.93 0.35 98.74 0.11 96.46 0.41 97.62 0.77 
JG 97.85 0.64 97.41 0.29 93.56 0.55 95.50 1.38 
KLHIG 90.97 2.06 88.72 0.58 86.67 0.87 89.49 2.30 
KLMMIG 90.89 2.07 88.68 0.52 86.50 0.83 89.43 2.25 
KLdIG 99.79 0.11 99.77 0.05 98.94 0.30 99.37 0.22 
Intact JumpDeafferented JumpIntact SwimDeafferented Swim
Algorithmr=3r=3r=4r=4
Gaussian 87.69 1.21 87.38 1.04 85.43 1.83 87.89 4.51 
KLHG 91.97 1.48 90.58 1.17 87.17 1.13 90.11 2.47 
KLMMG 91.97 1.48 90.58 1.17 87.16 1.13 90.11 2.47 
KLdG 98.93 0.35 98.74 0.11 96.46 0.41 97.62 0.77 
JG 97.85 0.64 97.41 0.29 93.56 0.55 95.50 1.38 
KLHIG 90.97 2.06 88.72 0.58 86.67 0.87 89.49 2.30 
KLMMIG 90.89 2.07 88.68 0.52 86.50 0.83 89.43 2.25 
KLdIG 99.79 0.11 99.77 0.05 98.94 0.30 99.37 0.22 
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