Research Article

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

Table 2

Performance summary.

PerformanceNullReadBrowseWriteVideoCopyAll
Samples number3203152909633023853170923041703034411838366

Number of features 232211218225218218210
Accuracy (all features)82%67%62%73%83%68%72.5%
Accuracy (with DEFS-15 features)87%77%79%84%88%85%83.33%