Feature Selection in Classification of Eye Movements Using Electrooculography for Activity Recognition

Table 1

MSE and PSNR values.

Activity	Null	Read	Browse	Write	Video	Copy
Samples number	320315	290963	302385	317092	304170	303441
MSE
Before filtering	4.1736 + 06	3.1071 + 06	7.550 + 05	2.1893 + 06	1.0267 + 06	3.1546 + 06
After filtering	1.5957e  +  05	5.3059e  +  04	8.9856e  +  04	1.8710e  +  05	8.4765e  +  04	1.1215e  +  05
PSNR
Before filtering	30.4026	29.5266	30.3008	31.0553	30.5343	31.0118
After filtering	44.9982	46.9136	39.6886	42.7312	42.2990	45.5411