Loss Function - Expected Loss

Expected Loss

The value of the loss function itself is a random quantity because it depends on the outcome of a random variable X. Both frequentist and Bayesian statistical theory involve making a decision based on the expected value of the loss function: however this quantity is defined differently under the two paradigms.

Read more about this topic:  Loss Function

Famous quotes containing the words expected and/or loss:

    When we see a natural style, we are astonished and delighted; for we expected to see an author, and we find a man.
    Blaise Pascal (1623–1662)

    If but some vengeful god would call to me
    From up the sky, and laugh: “Thou suffering thing,
    Know that thy sorrow is my ecstasy,
    That thy love’s loss is my hate’s profiting!”
    Thomas Hardy (1840–1928)