Question: pls solve quickly (Decision Trees) Consider the training dataset given below. In the dataset, age, income, student and credit rating are the attributes. The class

pls solve quickly pls solve quickly (Decision Trees) Consider the training dataset given below.

(Decision Trees) Consider the training dataset given below. In the dataset, age, income, student and credit rating are the attributes. The class attribute is buys computer. Which attribute is the root of the decision tree? Justify your answer by using the intormation gain. Hint: don't build a complete decision tree, we want only to find the root: (Non-anonymous questiono) \& (4) (35 Points) \begin{tabular}{|c|c|c|c|c|c|} \hline & age & income & student & credit_rating & buys_computer \\ \hline 1 & A & H & N & F & N \\ \hline 2 & A & H & Y & U & N \\ \hline 3 & B & H & N & F & Y \\ \hline 4 & C & M & N & F & Y \\ \hline 5 & C & L & Y & F & Y \\ \hline 6 & C & L & Y & U & N \\ \hline 7 & B & L & Y & U & Y \\ \hline 8 & A & M & N & F & N \\ \hline 9 & A & L & Y & F & Y \\ \hline 10 & C & M & Y & F & Y \\ \hline \end{tabular}

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 Accounting Questions!

Question 2.125 Marks This Question requires the use of RapidMiner toolkit. Consider the dataset in Table 1 to be used to train a decision tree. The dataset comprises of the following attributes,...

1. Consider the following data set. Create the entire decision tree for this dataset using Information Gain as the attribute selection measure. The starting steps are shown (and was discussed in the...

Part 2. Naive Bayes (Han 8.3 & Witten 4.2) Consider the following training data from the AllElectronics Customer Database (table 8.1 Han 338), which tracks whether a customer buys a computer or not...

DUE DATE: Week 15 - - Given the training data in the below table (Buy Computer data) RID age income student credit_rating Class: buys_computer 1 no no 2 no no 3 no 4 no 40 > 40 > 40 31 ... 40 40 yes...

I have attached the question. I will post student question when I receive one later. Chapter 2, Customer Behavior and 3, Segmentation of textbook can also be used. Marketing Management: MKT500 Week 1...

Below at the bottom of the question is supposed to be a Java program that implements the basic algorithm for inducing a decision tree. With the requirements: You are not required to fully implement...

can someone please help me with the following java question please Algorithm Description: .The algorithm is called with three parameters: D, attribute list, and Attribute selection method. We refer...

Classification is a form of data analysis where a model or classifier is constructed to predict class labels or types. Data classification is a two-phase process, 1) a learning phase in which the...

Supply Chain Management Introduction Outline What is supply chain management? Significance of supply chain management. Push vs. Pull processes utdallas.edu/~metin 1 A Generic Supply Chain Sources:...

Part 1 Find the speed an alpha particle requires to come within 3.7 1014 m of a gold nucleus. Coulombs constant is 8.99 109 N m2 /C 2 , the charge on an electron is 1.6 1019 C, and the mass of...

EOQ for manufacturer. Lakeland Company, which produces lawn mowers, purchases 18,000 units of a rotor blade part each year at a cost of $60 per unit Lakeland requires a 15% annual rate of return on...

7. LO.4 Weinke is a business organized in Austria, where the local currency is the euro. Nevertheless, Weinkes U.S. branch uses the U.S. dollar as its functional currency. How can this be?

5. Develop a scenario comparing two PH programs and involving the use of a CBA.

A Is it crucial that an employer know how long it took you to earn your B.A.? Is it unethical to simply note the date you finished it?

3. A member of a group you belong to suggests that everyone contribute $50 for a wedding present for another member. A. Wow, thats pretty generous! B. What specifically are we going to buy? C. Im...

4. Youre asked to give a speech about your athletic success to a high school sports team. A. Im no good at that sort of thing. B. What goal do you have in mind? C. I cant commit to speaking this fall.