Table 2.

Feature importance scores. The features selected for the classification tasks using HBR or TBR data are sorted based on their importance. For brevity purposes, the HBR column only reports those features that achieve an average importance score greater than 0.05. These are the most important ones for the classification task.

HBR	TBR
Duration FAR DOWN eyeLEFT ipsilateralStimulation - 0.210	R2 LATENCY eyeLEFT controlateralStimulation - 0.846
Duration FAR UP eyeRIGHT controlateralStimulation - 0.170	R2 LATENCY eyeLEFT ipsilateralStimulation - 0.154
Duration FAR eyeRIGHT controlateralStimulation - 0.103
Latency FAR eyeLEFT ipsilateralStimulation - 0.069
Latency FAR DOWN eyeLEFT controlateralStimulation - 0.059
Duration NEAR DOWN eyeRIGHT ipsilateralStimulation - 0.051