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