Common Spatio-Time-Frequency Patterns for Motor Imagery-Based Brain Machine Interfaces

Table 3

The parameters decided by the nested CV in the learning data in the classification experiments.

Method	Parameters and candidates
CSP	𝑇1∈{0,0.25,0.5,0.75}
	𝑟∈{1,2,…,10}
CSP-Exh	𝑇1∈{0,0.25,0.5,0.75}
	𝑟∈{1,2,…,10}
	𝑓𝑙∈{1,2,…,48}
	𝑓𝑢∈{𝑓𝑙+1,𝑓𝑙+2,…,49}
CSSSP	𝑇1∈{0,0.25,0.5,0.75}
	𝑟∈{1,2,…,10}
	𝐶∈{0,0.01,0.1,0.2,0.5,1,2,5}
FBCSP	𝑇1∈{0,0.25,0.5,0.75}
	𝑟∈{1,2,…,10}
DFBCSP	𝑇1∈{0,0.25,0.5,0.75}
	𝑟∈{1,2,…,10}
	𝐹∈{1,2,…,5}
CSTFP	𝑟∈{1,2,…,10}
	𝐹∈{1,2,…,5}