Further Tests – Noise

• A measure of robustness to noise is sought

• Validation experiments repeated with noise applied

  • each image has up to 10% white noise added
  • two instantiations of set perturbation are used

• Results indicate that the model-based method is robust

  • changes in Generalisation and Specificity remain detectable
  • curves remain monotonic
  • noise can potentially exceed 10%

Notes: