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Machine Learning for Mobile
book

Machine Learning for Mobile

by Revathi Gopalakrishnan, Avinash Venkateswarlu
December 2018
Intermediate to advanced
274 pages
7h 46m
English
Packt Publishing
Content preview from Machine Learning for Mobile

Random forests

Now, let's move from a single decision tree to a random forest. If you wanted to guess who the next President will be, how would you go about predicting this?  Let's see the different kinds of questions that we would ask to predict this:

  • How many candidates are there? Who are they?
  • Who is the current President?
  • How are they performing?
  • Which party do they belong to?
  • Is there any current movement against that party?
  • In how many states the political party has probability to win
  • Were they the incumbent President?
  • What are the major voting issues?

Many questions like this will come to our mind and we will attach different weights/importance to them.

Each person's prediction to the preceding questions may be different. There are ...

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Publisher Resources

ISBN: 9781788629355