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Machine Learning and Automal - The Key Component in Machine Learning
Automal i think it's a really key component in lowering the bar to acces for machine learning. We found that a wide range of models, very diverse models, bagged and then often also stacked, leads to much better accuracy. It makes the models much more robust. And here's the other thing, we only fail if all of the base models fail. Because no matter what the implementation of the model is, sometimes the code fails for bizarre reasons.