Question

Explain Decision Tree Algorithm with an example.

Answer 1

hey dear here is your ans...We have couple of other algorithms there, so why do we have to choose Decision trees??

well, there might be many reasons but I believe a few which are

Decision tress often mimic the human level thinking so its so simple to understand the data and make some good interpretations.

Decision trees actually make you see the logic for the data to interpret(not like black box algorithms like SVM,NN,etc..)

For example : if we are classifying bank loan application for a customer, the decision tree may look like this

Here we can see the logic how it is making the decision.

It’s simple and clear.