Maximum Likelihood

Probability will be one of our best friends as we go through Deep Learning. In this lesson, we'll see how we can use probability to evaluate (and improve!) our models.

Maximum Likelihood 1

Maximum Likelihood 2

Based on the above video, which of the following is true for a very high value for P(all)?

The model classifies most blue points correctly.

The model classifies most red points correctly.

The model classifies most points correctly with P(all) indicating how accurate the model is.

The model classifies all points correctly.

SOLUTION:

The model classifies most points correctly with P(all) indicating how accurate the model is.

The next video will show a more formal treatment of Maximum Likelihood.