Bayes Decision Theory - Continuous Features

Continuing from the last essay, we will now improve on the model in the following ways:

• Allowing the use of more than one feature - Including maybe the shape of the cards as another feature.
• Allowing more than two states of nature - Having a deck also containing clubs and hearts.
• Deciding more than the state of nature of the cards.
• Introducing a loss function.