Consider a Takagi Sugeno Kang TSK Model consisting rules of the form If Xi is Ai1 and... and xr is Air THEN y fi x1 x2 .... xr bi0 bi1x1 birxr assume ai is the matching degree of rule i then the total output of the model is given by

Courses
- For Working Professionals
- For Students
- Programming Languages
- Web Development
- Machine Learning and Data Science
  - Complete Data Science Program(Live)
  - Mastering Data Analytics
- New Courses
- School Courses
  - CBSE Class 12 Computer Science
  - School Guide
- All Courses
Tutorials
- DSA
- Data Structures
- Algorithms
- System Design
  - System Design Tutorial
  - Software Design Patterns
- Interview Corner
- Languages
  - C
  - C++
  - Java
  - Python
  - JavaScript
  - PHP
  - C#
  - SQL
  - Scala
  - Perl
  - Go Language
  - Kotlin
- Web Development
  - HTML
  - CSS
  - JavaScript
  - PHP
  - CSS Frameworks
  - JavaScript Frameworks
  - JavaScript Libraries
  - WordPress
  - JSON
- School Learning
  - English Grammar
  - School Programming
  - Mathematics
  - CBSE Syllabus
  - Maths Notes (Class 8-12)
  - Maths Formulas (Class 8 -11)
  - NCERT Solutions
  - RD Sharma Solutions
  - Science Notes
  - Physics Notes (Class 8-12)
  - Chemistry Notes
  - Biology Notes
  - Social Science Syllabus
  - Social Science Notes
    - SS Notes (Class 7-12)
    - CBSE History Notes (Class 7-10)
    - CBSE Geography Notes (Class 7-10)
    - CBSE Civics Notes (Class 7-10)
      - Civics Class 7
      - Civics Class 8
  - Commerce
- ML & Data Science
  - Machine Learning
  - Data Science
- CS Subjects
- GATE
- GFG Sheets
  - Web Dev Cheat Sheets
  - Company-Wise SDE Sheets
  - DSA Sheets
- CS Exams/PSUs
  - ISRO
  - UGC NET
- Student
- UPSC
- SSC CGL
- Banking Exams
Jobs
Practice
Contests

UGC-NET | UGC-NET CS 2017 Nov – III | Question 70

Last Updated : 21 Mar, 2018

Consider a Takagi – Sugeno – Kang (TSK) Model consisting rules of the form:
If X_i is A_i1 and… and x_r is A_ir
THEN y = f_i(x₁, x₂,…. x_r) = b_i0 + b_i1x₁ + b_irx_r
assume, a_i is the matching degree of rule i, then the total output of the model is given by:
(A) $y=\sum_{i=1}^{L}\alpha _{i}f_{i}(x_{1},x_{2},...x_{r})$
(B) $\frac{y=\sum_{i=1}^{L}\alpha _{i}f_{i}(x_{1},x_{2},...x_{r})}{\sum_{i=1}^{L}}$
(C) $\frac{y=\sum_{i=1}^{L}\alpha _{i}f_{i}(x_{1},x_{2},...x_{r})}{\sum_{i=1}^{L}\alpha _{i}}$
(D) $max\left [ \alpha _{i} \right f_{i}(x_{1},x_{2},...x_{r}) ]$

Answer: (B)

Explanation:

Quiz of this Question

My Personal Notes

1. UGC-NET | UGC-NET CS 2017 Nov - III | Question 11

2. UGC-NET | UGC-NET CS 2017 Nov - III | Question 8

3. UGC-NET | UGC-NET CS 2017 Nov - III | Question 9

4. UGC-NET | UGC-NET CS 2017 Nov - III | Question 10

5. UGC-NET | UGC-NET CS 2017 Nov - III | Question 1

6. UGC-NET | UGC-NET CS 2017 Nov - III | Question 3

7. UGC-NET | UGC-NET CS 2017 Nov - III | Question 29

8. UGC-NET | UGC-NET CS 2017 Nov - III | Question 39

9. UGC-NET | UGC-NET CS 2017 Nov - III | Question 2

10. UGC-NET | UGC-NET CS 2017 Nov - III | Question 4

UGC-NET | UGC-NET CS 2017 Nov - III | Question 69

UGC-NET | UGC-NET CS 2017 Nov - III | Question 71

Article Contributed By :

GeeksforGeeks

Vote for difficulty

Article Tags :

UGC-NET

Report Issue

Related Articles

UGC-NET | UGC-NET CS 2017 Nov – III | Question 70

DevOps Engineering - Planning to Production

JAVA Backend Development - Live

Complete Test Series for Service-Based Companies

Complete Machine Learning & Data Science Program

Mastering Data Analytics

Master C Programming with Data Structures

Python Programming Foundation -Self Paced

Full Stack Development with React & Node JS - Live

Complete Test Series for Product-Based Companies

Android App Development with Kotlin - Live

Competitive Programming - Live

JavaScript Foundation - Self Paced

Complete Interview Preparation - Self Paced

Data Structures and Algorithms - Self Paced

Master C++ Programming - Complete Beginner to Advanced

Data Structures & Algorithms in Python - Self Paced

Python Backend Development with Django - Live

System Design - Live

CBSE Class 12 Computer Science

GATE CS & IT 2024

Master Java Programming - Complete Beginner to Advanced

Start Your Coding Journey Now!

Related Articles

UGC-NET | UGC-NET CS 2017 Nov – III | Question 70

Please Login to comment...

DevOps Engineering - Planning to Production

JAVA Backend Development - Live

Complete Test Series for Service-Based Companies

Complete Machine Learning & Data Science Program

Mastering Data Analytics

Master C Programming with Data Structures

Python Programming Foundation -Self Paced

Full Stack Development with React & Node JS - Live

Complete Test Series for Product-Based Companies

Android App Development with Kotlin - Live

Competitive Programming - Live

JavaScript Foundation - Self Paced

Complete Interview Preparation - Self Paced

Data Structures and Algorithms - Self Paced

Master C++ Programming - Complete Beginner to Advanced

Data Structures & Algorithms in Python - Self Paced

Python Backend Development with Django - Live

System Design - Live

CBSE Class 12 Computer Science

GATE CS & IT 2024

Master Java Programming - Complete Beginner to Advanced

Start Your Coding Journey Now!