Python Data Science: The Ultimate and Complete Guide for Beginners to Master Data Science with Python Step By Step (Data Science Mastery Book 3) by Park Andrew

Author:Park, Andrew [Park, Andrew]
Language: eng
Format: epub
Published: 2020-07-05T16:00:00+00:00

Decision Trees

Decisions trees are also a good option that we can work with when we want to take a few available options, and then compare them to see what the possible outcome of each option is all about. We can even combine a few of these decision trees to make a random forest and get more results and predictions from this.

The decision tree is going to be one of the best ways to compare a lot of options, and then choose the path that is going to be the best for your needs. Sometimes there are a whole host of options that we can choose from, and many times they will all seem like great ideas. For businesses who need to choose from the best option out of the group, and need to know which one is likely to give them the results that they are looking for, the decision tree is the best option.

With the decision tree, we can place the data we have into it, and then see the likely outcome that is going to result from making a certain decision. This prediction can help us to make smart business decisions based on what we see. If we had a few different options with this and compare the likely outcomes from each one, it is much easier to determine which course of action is the best one for us to take.

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