View the step-by-step solution to:

outlook temperature humidity windy play sunny hot high FALSE no sunny hot high TRUE no overcast hot high FALSE yes rainy mild high FALSE yes rainy

Consider the "weather” data set discussed in class (attached weather.txt). Applying the
ID3 algorithm, complete the analysis of the example and construct the optimal decision
tree (recall that the features are "outlook", "wind", "humidity", and "temperature", the
target class is "play" indicating whether the given day is a good day to play golf). Give
the details of your calculations in each step. Also, give the decision rules derived from
your decision tree. (Hint, slides 15-24 of handout 5 we have given the first steps, what
you need to do is to complete the whole procedure).

outlook temperature humidity windy play sunny hot high FALSE no sunny hot high TRUE no overcast hot high FALSE yes rainy mild high FALSE yes rainy cool normal FALSE yes rainy cool normal TRUE no overcast cool normal TRUE yes sunny mild high FALSE no sunny cool normal FALSE yes rainy mild normal FALSE yes sunny mild normal TRUE yes overcast mild high TRUE yes overcast hot normal FALSE yes rainy mild high TRUE no
Background image of page 1
Sign up to view the entire interaction

Top Answer

Also, I am giving you the solution with all the calculations shown. Please... View the full answer

Answer85.docx

ID3 algorithm for playGolf decision making
In order to apply the ID3 algorithm on the weather forecast data for the purpose of deriving the
decision points for determining a good day or a bad day...

Sign up to view the full answer

Why Join Course Hero?

Course Hero has all the homework and study help you need to succeed! We’ve got course-specific notes, study guides, and practice tests along with expert tutors.

-

Educational Resources
  • -

    Study Documents

    Find the best study resources around, tagged to your specific courses. Share your own to gain free Course Hero access.

    Browse Documents
  • -

    Question & Answers

    Get one-on-one homework help from our expert tutors—available online 24/7. Ask your own questions or browse existing Q&A threads. Satisfaction guaranteed!

    Ask a Question
Ask a homework question - tutors are online