Question: Please show your calculation x=2, y=0 A decision tree classifier needs to be designed to determine whether a person is going to buy a computer

Please show your calculation x=2, y=0

Please show your calculation x=2, y=0 A decision tree classifier needs to

A decision tree classifier needs to be designed to determine whether a person is going to buy a computer based on several attributes. The table of training set is given below. This problem is parameterized as follows. [ (a) Calculate the entropy of the entire population. (b) If Parameter1 is chosen at the root node, calculate the information gain. (c) Calculate the Gini Index of Parameter1. (d) Suppose "Age" is chosen at the root node, and then "Income" is chosen as the next attribute. Draw the decision space

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

x=4 y=5 A decision tree classifier needs to be designed to determine whether a person is going to buy a computer based on several attributes. The table of training set is given below. E22222 no P1 P2...

(a) Calculate the entropy of the entire population. (b) If student is chosen at the root node, calculate the information gain. (c) Calculate the Gini Index of student. (d) Suppose Age is chosen at...

You will use your student ID parameters X and Y in this question] A decision tree classifier needs to be designed to determine whether a person is going to buy a computer based on several attributes....

Parameter1=Credit A decision tree classifier needs to be designed to determine whether a person is going to buy a computer based on several attributes. The table of training set is given below....

A decision tree classifier needs to be designed to determine whether a person is going to buy a computer based on several attributes. The table of training set is given below.

Solve this question manually step by step and explain your answer. X=5 y=4 A decision tree classifier needs to be designed to determine whether a person is going to buy a computer based on several...

A decision tree classifier needs to be designed to determine whether a person is going to buy a computer based on several attributes. The table of training set is given below.

PLEASE READ CAREFULLY THE CASE STUDY PROVIDED AND FEEL FREE TO ADD HERE YOUR COMMENTS FOR EXAMPLE LIKES DISLIKES WORDS OR PHRASES YOU DO NOT UNDERSTAND ANY COMMENTS THAT WILL IMPROVE THE DIALOGUE...

This paper should include 3-5 pages of content with an additional cover and reference page. This is a total of 5-7 pages. Please be aware that a properly formatted page will include approximately 350...

4. As OT students, we can positively conclude that the misalignment between Contextual variables and structural variables is the cause of the JP Carpets difficulties. Justify this conclusion using...

(d) (10 points) Consider asset A with CAPM BA = 0.5 and expected return 4%. Assuming a risk-free rate of 1% and an expected market return of 5%, should an investor buy or short-sell asset A?

Four numbers are chosen at random (without replacement) from the set {1, 2, 3, ..., 20}. Statement-1 The probability that the chosen numbers, when arranged in some order will form an AP is- 1 85...

A natural person with at least $5 million in investments meets the definition of A) a qualified client. Incorrect Answer B) an institutional investor. Incorrect Answer C) an accredited investor....

(Computing rates of return) From the following price data, compute the annual rates of return for Asman and Salinas. 1 $10 $30 2 12 28 3 11 32 4 13 35 (Click on the icon in order to copy its contents...

Compare written and oral messages on the factors listed below.Which type of message earns the higher rating? Why? (Objective 1) a. Ability to be edited b. Permanence c. Tone d. Feedback

Select simple words. Use an online dictionary or word processing thesaurus to select simple, more understandable words to replace these difficult words: (a) mesmerize, (b) exemplary, (c) garner, (d)...

Discuss why and how unbiased language should be used in business messages. (Objective 4)