Estimates a risk for a given set of predictions and loss function.
risk(pred, observed, loss = loss_squared_error, weights = NULL)
pred | A vector of predicted values. |
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observed | A vector of observed values. |
loss | A loss function. For options, see loss_functions. |
weights | A vector of weights. |