Cross Entropy

Wren learned about the log loss for the first time.

Log loss, also known as cross-entropy loss, indicates how close a prediction probability comes to the target value.

Wren wants to use what she learned right away.

Which of the following problems is a good candidate for Wren to practice the log loss?

Predict the house price given a dataset with the number of bedrooms of every house in the neighborhood.

Determine a person's location in an image, given a dataset of pictures from a security camera.

Determine whether tomorrow will rain, given a dataset with the weather patterns over the last few years.

Group customers from a store depending on their buying patterns.