add jitter to training data

[abhisek]

can anyone please suggest how to add 5% or 10% error to the training data and make the model again to see the sensitivity of the model to noise ?? thanks

[ScottF]

Hi @abhisek -

As a first pass, you might try out the Stresser and/or Gaussian Distributed Assigner nodes. Here’s an example workflow from the Hub that highlights both nodes. (Also, here’s a forum thread that provides more info on how the Stresser works.)

Of course if you want very fine tuned control, then you might consider using the Math Formula node to calculate noisy data manually.

[abhisek]

thanks for your suggestion…