Q.1
14 Marks(a)
Calculate probability of getting 3 on both dice if we throw two dice of six surface together.
(c)
Draw various type of decision boundary for two features product classification in two classes.
Gujarat Technological UniversitySummer 2025 examination
GTU 3171613 Pattern Recognition Summer 2025 Question Paper & PDF
B.E. · IT Engineering · Semester 7 · Subject code 3171613
- Total
- 70 marks
- To pass
- 23 marks (33%)
- Duration
- 2.5 Hours 2:30 PM – 5:00 PM
- Questions
- 5 with internal choice
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12 of 25 questions on this paper were also asked in other years. Each is marked below with the years it appeared.See all 18 repeated 3171613 questions, most asked first
Q.2
14 Marks(b)
Explain bayes decision theory for two class and single feature problem/product.
OR
(c)
Find eigen values and eigen vectors for matrix A= [[2,5],[4,7]]
Q.3
14 Marks(b)
How Image face recognition is done using PCA.
OR
(a)
What are the various application of markov model ?
(b)
Explain first order markov model with example.
(c)
Which are different distance measuring method for objects in two dimension feature space?
Q.4
14 Marks(a)
What is difference between classification and clustering?
OR
(a)
What is unsupervised learning?
(b)
Explain steps for divisive hierarchical algorithm.
(c)
Draw ANN structure for 5 input features, 2 hidden layer and 8 different category classification problem.
Q.5
14 Marks(a)
Explain support vector for classification of data in two class.
Also asked in Summer 2026 Q5b, Winter 2025 Q5c
OR
(a)
What is application of Decision tree?
(c)
What is Gini index ? Explain its role in construction process of CART.
Also asked in Summer 2026 Q5c, Winter 2025 Q5c OR
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About this paper
Official Gujarat Technological University (GTU) examination paper for Pattern Recognition (Summer 2025, B.E. · IT Engineering, Sem 7). Features complete 70-mark regular & remedial examination pattern, official marking distribution across all 5 questions, and direct 1-click official PDF download.
Transcribed for student exam preparation from Gujarat Technological University official examination archives. Questions, syllabus guidelines, and curriculum marking schemes remain the intellectual property of Gujarat Technological University.