Questions tagged [feedback-loop]

Scenario: I develop a model which forecasts the likely sales success of a particular enquiry based on outcomes of past similar enquiries. I then assign this likelihood score to new enquiries when they come in. The sales team use this to optimise…

After training a neural network (NN) to tell the difference between a clean audio signal and a signal with a specific "noise", what is the mechanics that actually takes place where an unseen noise filled audio file gets "cleaned" up by the machine…

The degenerate feedback loop often makes machine learning models fail, then how to detect and prevent it?

I am working on a sales dataset which has historical sales on a daily basis for 10 products (SKU) ranging through 2 years on a daily basis up to date (Including zeros for days with no sales). To predict the future sales (Say 30 days = 1 Month), I…