Solution-Attribute highest information gain

Attribute highest information gain

Assignment Help Basic Computer Science

Reference no: EM131163655

Consider the training dataset given below. In the dataset, X1, X2, and X3 are the attributes and Y is the class variable.

Which attribute has the highest information gain? Justify your answer. Use Gini Index (1 - p₁²- p₂²) as measurement criteria.

Reference no: EM131163655

Questions Cloud

Develop intellectual property violation reporting procedures : Develop intellectual property violation reporting procedures. Develop intellectual property infringement ramifications. Use at least three (3) quality resources in this assignment. Note: Wikipedia and similar Websites do not qualify as quality resou..

Explain how the techniques and tools can be utilized : Explain the importance of MIS in relation to data-driven decisions. Describe the techniques and tools that can be utilized to manage the data. Include at least 2 effective techniques and 3 effective tools.

Meaning that a classifier predicts that the customer : Suppose that you are working for a phone company that wants to predict churn. Churn is when customers cancel their subscriptions. Let x designate a customer, let actual be a binary random variable meaning that the customer actually churns, and let..

Explain why lancôme with- drew from the men skincare market : Using the demographic and psychographic information provided in the case, describe the traits that would make the most desirable target market for a line of men's grooming products if Lancôme were to reenter this market. Explain.

Attribute highest information gain : Which attribute has the highest information gain? Justify your answer. Use Gini Index (1 - p12 - p22) as measurement criteria.

Java program that allows the user to select : For this project, you will write a Java program that allows the user to select an animal from a menu and then display information about the animal.

Why is important to complete a stakeholder needs assessment : Why is it important to complete a stakeholder needs assessment when planning to develop a technology-enabled learning or communication solution

Find the values of and for which both fx and fy are zero : A jet of liquid of density P and area A strikes a block and splits into two jets, as in Fig. P3.75. Assume the same velocity V for all three jets. The upper jet exits at an angle θ and area A. The lower jet is turned 90° downward.

Description of the components of the marketing manager role : Appreciation of the significance of the concept of integrated marketing communications (IMC) and its impact on marketing management. Identification of the elements of the promotion mix and the pros and cons of each element.

User Account

All Pages

Attribute highest information gain

Reference no: EM131163655

Reference no: EM131163655

Questions Cloud

Reviews

Write a Review

Basic Computer Science Questions & Answers

Write a c++ code for sum of two large integers

Describe the disadvantages of any solution employed

Demonstrate the use of linq

Definition of composition of relations

Prepare a excel workbook for internships and travel template

What would be shared among those processes

Define peas for your improved agent x design.

Discuss recent legislation related to ethical computing.

Definition of control structure is a series of properly

Input data and output process

How to break 4 digit numbers to two parts in java

Special acknowledgement timer

Assured A++ Grade

Academics

Major Subjects

Majors

Get In Touch

TERMS & POLICIES

HELP & SUPPORT