Research Article

Investigation of Nonlinear Pupil Dynamics by Recurrence Quantification Analysis

Table 4

Classification of RP and HDO in darkness conditions.

RP versus HDO in light conditionsMLPSVM
Input indexesErrorInput indexesError

3 inputsSize DET 19.2%RR MNF 26.9%
4 inputsSize RR DET 19.2%Size DET MNF STDy26.9%
5 inputsSize RR DET    15.4%Size DET MNF    26.9%

Set of input features (with 3, 4, or 5 inputs) providing best classification of RP and HDO in darkness.