+1-415-315-9853

info@mywordsolution.com

## Engineering

 Civil Engineering Chemical Engineering Electrical & Electronics Mechanical Engineering Computer Engineering Engineering Mathematics MATLAB Other Engineering Digital Electronics Biochemical & Biotechnology

problem 1)(a) State Bayes’ theorem for a k-class problem involving d independent features. Discuss the various probabilities arising in Bayes’ theorem. describe liklihood based decision rule for classification.

(b) Consider data with features x and y, randomly selected from a population  comprising classes A and B, as shown in the table. What is the probability that a new sample with x=1, y=2 belongs to class B? Make only necessary assumptions and list them.

Class      Samples      x=1      x=2      y=1      y=2
A               6             4          2         5          1
B               4             2          2         3          1

(c) List the various stages of classifier-design cycle, and describe the associated challenges to be addressed.

problem2)(a) What is meant by partitional clustering? Justify the following statement with an ex: Forgy’s algorithm groups a given set of N samples into K clusters.

(b) Consider the two class problem with class A and class B. A feature x is normally distributed for class A with μA =0, σA=1 and normally distributed for class B with μB=1, σB=2. What decision boundary will optimally divide the measurement x into decision regions if P(A)=P(B)? Find the decision rule based on the linear descriminant function and test the class of a random sample with x=4.

problem 3)(a) What is the need for a biometric system? describe the various issues to be addressed during the design of biometric pattern recognition / identification.

(b) describe various stages of the Hebb’s training algorithm. Design a 2-input AND function using Hebb’s rule.

problem 4)(a) With a neat diagram of generalized architecture pertaining to back propagation net (BPN), describe the four major stages of the training algorithm. List advantages and disadvantages of the algorithm.

(b) List methods for evaluating the error rate of a classifier. describe any one method with an ex.

problem 5)(a) describe briefly Statistical Pattern Recognition system.

(b) describe the Hopfield Net with a neat diagram.

(c) describe briefly, the Minimum Variance method of clustering.

Computer Engineering, Engineering

• Category:- Computer Engineering
• Reference No.:- M94443

Have any Question?

## Related Questions in Computer Engineering

### 1 list and describe the four categories of locks in which

1. List and describe the four categories of locks. In which situation is each type of lock preferred? 2. What are the two possible modes that locks use when they fail? What implications do these modes have for human safe ...

### 1 what is a negative feedback loop how is it used to keep a

1. What is a negative feedback loop? How is it used to keep a project in control? 2. When a task is not being completed according to the plan, what two circumstances are likely to be involved?

### Matlabs fft command computes the dft of a vector x assuming

MATLAB's fft command computes the DFT of a vector x assuming that the first sample occurs at time n = 0. Given that X = fft(x) has already been computed, derive a method to correct X to reflect an arbitrary starting time ...

### Create a data file consisting of at least 100 string values

Create a data file consisting of at least 100 string values. You can create the list yourself, or perhaps copy the values from a text file of some type, or you can even create the file by generating random strings. Sort ...

### Would you recommend using the routing table that has a

Would you recommend using the routing table that has a default route or hasn't? Please explain the advantage and disadvantages.

### The leadership of gti has chosen oracleregnbspfor their

The leadership of GTI has chosen Oracle ®  for their Enterprise Application System, but some members of the leadership team are skeptical of this solution. They have asked you to provide them with a report describing the ...

### 1 which cache design is better for each of these benchmarks

1. Which cache design is better for each of these benchmarks? Use data to support your conclusion. 2. Shared cache latency increases with the CMP size. Choose the best design if the shared cache latency doubles. Off -chi ...

### Assume that you have been hired to manage a large domestic

Assume that you have been hired to manage a large domestic and foreign information system. what are some of the issues and solution that you would discuss and plan.

### 1 describe two types of variables or methods that can be

1.) Describe two types of variables or methods that can be used to exchange data between web pages and give example code of both types. 2.) Discuss authorization and authentication and explain forms-based-authentication. ...

### The input stream to a 4b5b block encoder is 0100 0000 0000

The input stream to a 4B/5B block encoder is 0100 0000 0000 0000 0000 0001 Answer the following questions: a. What is the output stream? b. What is the length of the longest consecutive sequence of 0s in the input? c. Wh ...

• 13,132 Experts

## Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

### WalMart Identification of theory and critical discussion

Drawing on the prescribed text and/or relevant academic literature, produce a paper which discusses the nature of group

### Section onea in an atwood machine suppose two objects of

SECTION ONE (a) In an Atwood Machine, suppose two objects of unequal mass are hung vertically over a frictionless

### Part 1you work in hr for a company that operates a factory

Part 1: You work in HR for a company that operates a factory manufacturing fiberglass. There are several hundred empl

### Details on advanced accounting paperthis paper is intended

DETAILS ON ADVANCED ACCOUNTING PAPER This paper is intended for students to apply the theoretical knowledge around ac

### Create a provider database and related reports and queries

Create a provider database and related reports and queries to capture contact information for potential PC component pro