Re:DeepText: Facebook's text understanding engine
by ma2rten on Wednesday June 01, 2016 @08:30PM
(#11819490)
People promote machine learning and neural nets and all sorts of automated training in situations where some research and an if statement or five would have worked as well.
As a Machine Learning Engineer / Data Scientist I would always evaluate my model against a baseline (in this case the if statements) and only put the model in production if it outperforms the baseline.
As a Machine Learning Engineer / Data Scientist I would always evaluate my model against a baseline (in this case the if statements) and only put the model in production if it outperforms the baseline.