A study by Forbes indicated that the five most common words appearing in spam emails are shipping!, today!, here!, available, and fingertips!. Many spam filters separate spam from ham (email not considered to be spam) through application of Bayes' theorem. Suppose that for one email account, 1 in every 10 messages is spam and the proportions of spam messages that have the five most common words in spam email are given below. shipping! 0.051 today! 0.045 here! 0.034 available 0.014 fingertips! 0.014 Also suppose that the proportions of ham messages that have these words are: shipping! 0.0015 today! 0.0022 here! 0.0022 available 0.0041 fingertips! 0.0011 a. If a message includes the word shipping!, what is the percent probability the message is spam? If a message includes the word shipping!, what is the percent probability the message is ham? Should messages that include the word shipping! be flagged as spam? b. If a message includes the word today!, what is the percent probability the message is spam? If a message includes the word here!, what is the percent probability the message is spam? Which of these two words is a stronger indicator that a message is spam? Why? c. If a messages includes the word available, what is the percent probability the message is spam? If a message includes the word fingertips!, what is the percent probability the message is spam? Which of these two words is a stronger indicator that a message is spam? Why?

Q: What is the class midpoint for 16.7-19.3

A: Here we have to find the class midpoint for 16.7-19.3

Q: A pea plant must have exactly one of each of the following pairs of traits: round (r) or wrinkled…

A:

Q: Denote by X₁1 the operation "multiplication modulo 11" where a X11 b is the remainder when a × b is…

A: The given set Z11=0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10. To construct the multiplication modulo table,…

Q: (V + ) dx

A: Hey, since there are multiple questions are posted, we will answer first question.

Q: In a survey of 84 baseball fans in. NYC, 46 were fans of the Mets, 56 were fans of the Yankees and…

A:

Q: • Suppose that a coach must select 5 players to play on a basketball team. • The coach has 12…

A: Given that there are 3 players who can play center. So we can choose center in 3 ways only.  When…

Q: How many deranged anagrams exist of the word memes so that no letter ends up in its original…

A: Word : "Memes"We have to deranged anagrams of the word memes so that no letter ends up in its…

Q: A basketball squad consists of twelve players. (a) Disregarding positions, in how many ways can a…

A: To find the number of ways of different team possible.

Q: Suppose that a candy shop sells eight different kinds of candies: 50 cherry, 50 strawberry, 40…

A: Given that,  8 different type of candies. 50 cherry, 50 stawberry ,40 orange, 70 lemon, 30…

Q: The New York Choral Society divides male singers up into four categories from highest voices to…

A: State the hypotheses. That is, there is no evidence that the variance of the heights of singers in…

Q: Construct a 99​% confidence interval for the population proportion of adults who say national…

A: The given samples are 1012 adults from Country​ A, 1009 adults from Country​ B, 1016 adults from…

Q: Part C. Identify the solution to the following equations in Z₁1. Provide a justification or a…

A:

Q: Find the value of f'(4) when f(x) = x³/²+2x¹/2 1. f'(4) = 5 2. f'(4) = 4 3. f'(4) = 6 4. f'(4) 5.…

A:

Q: A computer system uses passwords that have six characters, and each character is one of the 26…

A: Given, A computer system uses passwords that are six characters and each character is one of the 26…

Q: 1. slope = 5. slope 2. slope -34 2 = AIG 4 3. slope = -1 I 4. slope = = 2 3 4 Find the slope of the…

A: