Question: In predictive supervised learning, i . e . , when modelling a target variable T in terms of input variables ( s ) X ,

In predictive supervised learning, i.e., when modelling a target variable T in terms of input variables(s) X, what is the ultimate goal? That is, what quantity are we aiming to minimise with our prediction function y given some loss function /(such as squared loss for regression or logistic loss for classification)? How is it defined?
Hint: Ideally provide a general definition (independent of whether the input variables are discrete or continuous).

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