signal quality assessement of the pulse sensor

I want to assess the quality of a sensor ( pulsesensor.com/ ) it's an oxymetre with a neural network
but first i want to know how i can find out what are the characteristics of a bad quality signal since i have to convert the analog signal to a digital signal .