Spam Email Filters. This assignment is Question #60 on page 219 of the textbook (Anderson, D.R., et al, 2020).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!0.051today!0.045here!0.034available0.014fingertips!0.014Also suppose that the proportions of ham messages that have these words are:shipping!0.0015today!0.0022here!0.0022available0.0041fingertips!0.0011a. 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?d. What insights to the results of parts (b) and (c) yield about what enables a spam filter that uses Bayes' theorem to work effectively?Requirement:Submit your Excel spreadsheet and written conclusion here, indicated in percentages. Your conclusion can be written in Excel or in a Word document. You will be graded on your completion of the calculations in Excel and the explanation of your conclusion. Remember to use good grammar, spelling, and punctuation in your explanation and include citations if references are used to support your explanation. This assignment is worth 50 points.

Individual Project5 Unit: Communicating Statistical Data Outcomes and Strategic Planning Due Date: Wed,11/11/20 Grading Type: Numeric Points Possible: 250 Points Earned: Points Earned not available Deliverable Length: 15-20 slide presentation View objectives for this assignment Go To:Assignment Details Learning MaterialsReading Assignment My Work: Online Deliverables: Submissions Looking for tutoring? Go to Smarthinking Details Learn Read My Work Online Deliverables: Submissions Assignment Details Assignment DescriptionIn Week 4, you identified some immediate areas of concern that you were able to effectively address. You must present the final phase of your improvement plan to your staff and upper-level management. You will create a presentation of 15-20 slides. Each slide will have 4-6 bullets and 100-150 words of speakers notes. The presentation will address the following areas:In preparation for the accreditation visit for AKT, choose 1 health care accrediting and credentialing organization. Select a quality improvement focus (QIF) area to improve patient outcomes in beyond the 3 issues that you identified and addressed in Week 4. Discuss the selected accreditation agency related to the QIF and why the organization is seeking this particular agency for credentialing. As part of the quality improvement initiative, select 3-4 related accrediting standards that the organization will use as the basis for the quality improvement plan. Provide a clear mission statement and set of 3-4 specific, measurable, attainable, realistic, and timely (SMART) goals for the QIF initiative. Using the online database provided the by the organization you selected conduct an analysis. Provide general statistical data related to the QIF. Discuss specific health care examples of local, state, and national policies that have been developed to improve this QIF based on evidence-based practice research. What internal policies do you plan to implement based on evidence-based practice approaches to ensure your organization meets these standards? Develop a plan that includes strategies for your facility to improve patient outcomes regarding the QIF. Describe how the QIF initiative can be incorporated to the organization’s overall strategic plan. Describe how you plan to evaluate the effectiveness of the initiative. Each slide will have 4-6 bullets and 100-150 words of speaker’s notes and pictures.