Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Compared to the ID 3 decision tree ( information gain ) , what is the advantage of the Gain Ratio ( C 4 . 5

Compared to the ID3 decision tree (information gain), what is the advantage of the Gain Ratio (C4.5)
Group of answer choices
C4.5 has a superior noise attribute detection ability and is more stable than ID3.
C4.5 can detect some less informative features, such as social security number and ID number, and exclude them when choosing an attribute to split data.
C4.5 is much faster in computation than the ID3.
C4.5 will evenly divide the data among many branches as a result of the split.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Database Design For Mere Mortals

Authors: Michael J Hernandez

4th Edition

978-0136788041

More Books

Students also viewed these Databases questions

Question

Describe Table Structures in RDMSs.

Answered: 1 week ago