How to pronounce“regularization”in English
Once you're given this loss function everything becomes more algorithmic procedural, your training set, you have a test set, you have a training page of
regularization, but the loss function is there at the center of every task.
So kind of more specifically if you want to train a predictor you're going to be given a training set.
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Definitions of “regularization”
The act of making regular, of regularizing.
“The history of the regularization of rivers, both in Russia and in Western Europe, hardly shows us anything but failures.”
a process that simplifies results, often used to obtain results for ill-posed problems or to prevent overfitting.
“A large regularization parameter may over-smoothen the solution, while a small regularization parameter may lose the ability to stabilize the solution.”
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