Question: Question 3: By using NLP, we can detect spam e-mails in our inbox. Assume that the word 'offer' occurs in 80% of the spam messages

Question 3: By using NLP, we can detect spam e-mails in

Question 3: By using NLP, we can detect spam e-mails in our inbox. Assume that the word 'offer' occurs in 80% of the spam messages in our account. Also, let's assume 'offer' occurs in 10% of our desired e-mails. Now consider that 30% of the received e-mails are considered as a scam. Answer followings: a) Assume all emails you receive = 100%. Draw the tree diagram showing %Email for (Spam, Desired). Then show the %offer contained or not for each of Spam and Desired. b) Assuming that You will receive a new message which contains an 'offer', what is the probability that it is a spam email? Hint: Draw the tree, and then find the probability of the following. Remember that the word 'offer' may exist in both spam and desired emails. P(contains offer|spam) * P(spam) P (spam| contains offer) = P(contains offer)

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!

There are two problems due this week (each worth 35 points) as follows. Case 5-1David L. Miller: Portrait of a White-Collar Criminal (page 144). In comprehensive paragraphs, answerrequirements 1?6....

7 Writing in the Workplace If writing must be a precise form of communication, it should be treated like a precision instrument. It should be sharpened, and it should not be used carelessly. Theodore...

CERTIFICATE IV IN FINANCE AND MORTGAGE BROKING - FN540820 Page 1 UNIT 9 MANAGE PERSONAL AND PROFESSIONAL DEVELOPMENT Unit Code: BSBPEF501 This unit describes the skills and knowledge required to...

I have to create a program in C and I can't figure it out. The program has to read a source file. Please help. /******************************************************************** PROJECT: Glossary...

hi i need help with this accounting data entry thanks Exercise 5-5 Presented below are transactions related to Bogner Company. 1 . 2 . 3 . On December 3, Bogner Company sold $616,900 of merchandise...

4. HI THERE PLEASE ANSWER You are using NLP to detect spam emails in your inbox. The word 'money' occurs in 80% of the spam emails in your account and occurs in 10% of your desired emails. If 30% of...

PLEASE HELP ME IN C++ In this lab, you will implement part of a naive Bayes' spam classi er. To illustrate how this lter works, consider the following email: Hey! This is the best link I found. I...

Chapter 4 1) Golf Equipment Website Visitors. ParFore created a website to market golf equipment and golf apparel. Management would like a special pop-up offer to appear for female website visitors...

Please post two email usage guidelines that you feel are most important to follow and tell us why you feel those guidelines are important (guidelines may be found online or from your experience). 1....

Probability and Statistics - Problem Set c Keith M. Chugg October 2, 2015 1 Preliminaries, Combinatorics, Set Probability 1.1. A number of bats are in a cave. 2 bats can see out of their left eye. 3...

Circuit element that can be used as a filter to smooth out unwanted voltage spikes in a DC signal: Diode, Transistor, Resistor or Inductor?

Prepare the cash flow statement from investing activities of Alpha Creative Ltd for the year ended March31, 2019 Particulars Amount Plant acquired 160000 Claim received for loss of plant in fire...

Which of the following statements is correct concerning standard costs and variance analysis?Multiple Choice 8 0 2 4 6 1 5 Managers should only focus variance investigations on unfavorable...

1.Identify the attributes of global corporations

11. What types of information collected are most frequently used in decision-making?

10. How much time does it take between when we collect information until it is used in decision-making?

2. Ask questions, listen rather than attempt to persuade.