Overfitting is about complexity ranking of inductive biases : Algorithmic recipe
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Preamble Figure: Moon patterns human brain invents. (Wikipedia)Detecting overfitting is inherently a comparison problem of the complexity of multiple objects, i.e., models or an algorithm capable of making predictions. A model is overfitted (underfitted) if we only compare it to another model....