Calibration of an EEG machine involves checking various parameters to ensure accurate measurements. It is important as it allows correct interpretation of recordings and comparison to previous studies. Parameters checked include paper speed, pen alignment, centering and damping, time constant, high frequency filter, sensitivity, amplitude linearity, gain, noise level and more. Verifying these helps identify any issues needing adjustment and confirms the machine is functioning properly.