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empath75 says:> "But I think experience has already shown that machine learning models blow away expert systems in a lot of domains." I don't think there have
by giardini 10y ago
empath75 says:> "But I think experience has already shown that machine learning models blow away expert systems in a lot of domains."
I don't think there have been many head-to-head comparisons. Academic researchers simply ceased using "expert system" in their research grant applications and began to use "neural network".
For real-world applications your choice of model would likely depends on the data available (e.g., human expert vs historical data on electronic media).
I think this Quora posting characterizes well the status of expert systems vis-a-vis neural networks today:
"Artificial Intelligence: Are Expert Systems outdated?"
https://www.quora.com/Artificial-Intelligence-Are-Expert-Systems-outdated https://www.quora.com/Artificial-Intelligence-Are-Expert-Sys...