Probability Predictions
A probability prediction for an outcome is a probability measure
on
. This is a task of probability forecasting. The quality of the probability prediction
is often measured by the minus log-likelihood
(in the discrete case) or
(in the continuous case, where
is the probability density function of
). Another popular loss function in the case of finite
is the Brier loss function. For other kinds of predictions, see game of prediction.