Q 2. The following dataset represents files on a computer system. Possible values of the CLASS variable are 'infected', which implies the file has a virus infection, or 'clean', which implies that it doesn't. WRITABLE UPDATED SIZE CLASS DATASET 123456 yes no small infected yes yes large infected 3 no yes med infected no no med clean yes no large clean 6 no no large clean Find only the root node of the decision tree of the given dataset using the ID3 algorithm. Note: you need to calculate the information gain(IG)

New Perspectives on HTML5, CSS3, and JavaScript
6th Edition
ISBN:9781305503922
Author:Patrick M. Carey
Publisher:Patrick M. Carey
Chapter12: Working With Document Nodes And Style Sheets: Creating A Dynamic Document Outline
Section12.1: Visual Overview: Exploring The Node Tree
Problem 5QC
icon
Related questions
Question

Pattern Recogniton
Decision Tree
please write the steps not only last answer

Q 2. The following dataset represents files on a
computer system. Possible values of the CLASS
variable are 'infected', which implies the file has a
virus infection, or 'clean', which implies that it doesn't.
WRITABLE UPDATED SIZE CLASS
DATASET
123456
yes
no
small
infected
yes
yes
large
infected
3
no
yes
med
infected
no
no
med
clean
yes
no
large
clean
6
no
no
large
clean
Find only the root node of the decision tree of the
given dataset using the ID3 algorithm.
Note: you need to calculate the information gain(IG)
Transcribed Image Text:Q 2. The following dataset represents files on a computer system. Possible values of the CLASS variable are 'infected', which implies the file has a virus infection, or 'clean', which implies that it doesn't. WRITABLE UPDATED SIZE CLASS DATASET 123456 yes no small infected yes yes large infected 3 no yes med infected no no med clean yes no large clean 6 no no large clean Find only the root node of the decision tree of the given dataset using the ID3 algorithm. Note: you need to calculate the information gain(IG)
Expert Solution
steps

Step by step

Solved in 2 steps

Blurred answer
Recommended textbooks for you
New Perspectives on HTML5, CSS3, and JavaScript
New Perspectives on HTML5, CSS3, and JavaScript
Computer Science
ISBN:
9781305503922
Author:
Patrick M. Carey
Publisher:
Cengage Learning
C++ Programming: From Problem Analysis to Program…
C++ Programming: From Problem Analysis to Program…
Computer Science
ISBN:
9781337102087
Author:
D. S. Malik
Publisher:
Cengage Learning
Oracle 12c: SQL
Oracle 12c: SQL
Computer Science
ISBN:
9781305251038
Author:
Joan Casteel
Publisher:
Cengage Learning
Operations Research : Applications and Algorithms
Operations Research : Applications and Algorithms
Computer Science
ISBN:
9780534380588
Author:
Wayne L. Winston
Publisher:
Brooks Cole
Systems Architecture
Systems Architecture
Computer Science
ISBN:
9781305080195
Author:
Stephen D. Burd
Publisher:
Cengage Learning
Programming Logic & Design Comprehensive
Programming Logic & Design Comprehensive
Computer Science
ISBN:
9781337669405
Author:
FARRELL
Publisher:
Cengage