Research Article

The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods

Table 4

After cleaning, manually, automatically, or using both manually and automatically rejected nystagmus beats kept in the data set: means and standard deviations. In the variable names and are slow and fast phases, refers to amplitude, duration, mean velocity, correlation, maximum velocity, quality signal, and subscripts , , and indicate horizontal, vertical, and torsional components.

ManualAutomaticManual or automatic

Numbers217125171645
Variables
(°)
(°)
(°)
(s)
(°/s)
(°/s)
(°/s)
(°)
(°)
(°)
(s)
(°/s)
(°/s)
(°/s)
(°/s)