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Build a decision tree model to learn the characteristics of the problem
For this exercise, your goal is to build a model to identify
inputs or predictors that differentiate risky customers from ...
Build a decision tree model to learn the characteristics of the problem
For this exercise, your goal is to build a model to identify
inputs or predictors that differentiate risky customers from others (based on
patterns pertaining to previous customers) and then use those inputs to predict
new risky customers. Question:The sample data to be used is attached. The data set has 425 cases and 15 variables pertaining to past
and current customers who have borrowed from a bank for various reasons. The
data set contains customer-related information such as financial standing,
reason for the loan, employment, demographic information, and the outcome or
dependent variable for credit standing, classifying each case as good or bad,
based on the institution’s past experience.
Take 400 of the cases as training cases and set aside the other 25 for testing.
Build a decision tree model to learn the characteristics of the problem. Test
its performance on the other 25 cases. Report on your model’s learning and
testing performance. Prepare a report that identifies the decision tree model
and training parameters, as well as the resulting performance on the test set.
Use any decision tree software. (This exercise is courtesy of StatSoft, Inc.,
based on a German data set from
ftp.ics.uci.edu/pub/machine-learning-databases/statlog/german renamed
CreditRisk and altered.You could use R for the decision tree as well.)Requirements:No Plagarism
Student Housing Decision Formular and Calculations Analysis
First, read the following case on the Student Housing Decision.Finally, complete the following assignment.Villanueva recei ...
Student Housing Decision Formular and Calculations Analysis
First, read the following case on the Student Housing Decision.Finally, complete the following assignment.Villanueva received the analysis of the student housing decision (as evidenced in the videos above). However, the file became corrupted and now most of the data has vanished along with applicable formulas and calculations. Villanueva asks that you conduct a brief analysis using the spreadsheet below. Provide your answers in the second tab of the spreadsheet, making sure to include calculations and explanations where appropriate.
4 pages
I Need Help With My Persuasive Speech
Should all interns be paid during their internships or not? We all understand what is meant by internships. It is a limite ...
I Need Help With My Persuasive Speech
Should all interns be paid during their internships or not? We all understand what is meant by internships. It is a limited period of time given out ...
Guidelines such as Critical Security Controls provide details for securing digital services. Other regulations are emerging that address social media and access to electronic evidence.
Part 1:- Discussion (400 Words)Discuss the following Supreme Court rulings:Supreme Court ruling on online sales tax(Involv ...
Guidelines such as Critical Security Controls provide details for securing digital services. Other regulations are emerging that address social media and access to electronic evidence.
Part 1:- Discussion (400 Words)Discuss the following Supreme Court rulings:Supreme Court ruling on online sales tax(Involving big changes in eCommerce) Supreme Court ruling on law enforcement to obtain a warrant for accessing cell phone records(Involving the privacy of your cell phone data)Part 2:-Analyze the episodes in this case including:(main Questions)(7 to 10 Pages) A brief discussion of what the issue or threat is and how it could affect the companyWhat cyber security laws or compliance standards are affectedWhat actions the company should take to mitigate the issue or decrease the potential threatCite your sources in APA from reputable reference materialsModule Description: Guidelines such as Critical Security Controls provide details for securing digital services.Other regulations are emerging that address social media and access to electronic evidence. First, Read Legal Issues in Information Security, Second Edition Chapter 13 on information security governance https://stratford.icims.com/icims2/servlet/icims2?module=Root&action=login&hashed=-800485674Work through the information of Critical Security Controls http://www.sans.org/critical-security-controlsEmployer Access, Use and Regulations of Social Media http://www.certiphi.com/resource-center/compliance-services/employer-access-use--regulation-of-social-media/Social Media Background ChecksStates’ & Federal Password Privacy LawsSocialMedia Policies and the NLRBLaws Regulating Access to Electronic Evidence http://library.books24x7.com.ezp-01.lirn.net/assetviewer.aspx?bookid=69834&chunkid=371044723¬eMenuToggle=0&hitSectionMenuToggle=0&leftMenuState=1Protecting Cyber Networks Act (H.R. 1560) https://www.congress.gov/bill/114th-congress/house-bill/1560Review the law regulating eSignhttp://www.signinblue.com/Law/ Task 3: Analysis of Case Study on Regulating Information Security for the Company: TransManuCo has asked for your help in dealing with securing their information while they remain within set regulations. In order to do business efficiently and effectively the company uses eSign.However, they have concerns about the security of this especially with clients overseas. According to the new Protecting Cyber Networks Act Sec. 103 “Permits private entities to monitor or operate defensive measures to prevent or mitigate cybersecurity threats or security vulnerabilities, or to identify the source of a threat, on: (1) their own information systems; and (2) with written authorization, the information systems of other private or government entities. Authorizes entities to conduct such activities on information that is stored on, processed by, or transiting such monitored systems.”Since this is a new act just passed by congress, the CEO of TransManuCo wants to be sure what the ramifications are for his company.With the increase in cyber attacks especially on companies such as his, he wants to take aggressive action to protect his information. The HR department of TransManuCo needs assistance in dealing with issues that have surfaced surrounding social media.Since much of the work the company does is sensitive and secret, they have considered using social media background checks. However, they are unsure of the legalities. The CEO and his immediate management team have concerns that as the company has grown rapidly, access to passwords and administrative privileges are too widespread. They would like to implement the Critical Security Control Regulations to help them get control of access to their systems and decrease vulnerabilities. They are also concerned about wireless access from company employees traveling on business, especially overseas, whose computers become infected through remote exploitation during air travel. They believe this provides backdoor access to the network when the employees return to the main office and reconnect to the network.
INT 700 SNHU Wayfair Inc. E-commerce Company Case Study Analysis
Review the Case Study Introduction for Wayfair. Then, research Wayfair’s current business situation and take a deep dive ...
INT 700 SNHU Wayfair Inc. E-commerce Company Case Study Analysis
Review the Case Study Introduction for Wayfair. Then, research Wayfair’s current business situation and take a deep dive into the nature of competition within its industry at the domestic and global levels. As you prepare your analysis of Wayfair’s present situation and future strategic opportunities, consider these basic topics: What is the strategic fit between Wayfair’s strategic policies and its industry, given factors within the pillars of the strategy tripod? Can Wayfair enhance its strategy and competencies to finally become profitable, or is its business model flawed?
GCU Lung and Bronchi Cancer Project
There is often the requirement to evaluate descriptive statistics for data within the organization or for heal ...
GCU Lung and Bronchi Cancer Project
There is often the requirement to evaluate descriptive statistics for data within the organization or for health care information. Every year the National Cancer Institute collects and publishes data based on patient demographics. Understanding differences between the groups based upon the collected data often informs health care professionals towards research, treatment options, or patient education.
Using the data on the "National Cancer Institute Data" Excel spreadsheet, calculate the descriptive statistics indicated below for each of the Race/Ethnicity groups. Refer to your textbook and the Topic Materials, as needed, for assistance in with creating Excel formulas.
Provide the following descriptive statistics:
Measures of Central Tendency: Mean, Median, and Mode
Measures of Variation: Variance, Standard Deviation, and Range (a formula is not needed for Range).
Once the data is calculated, provide a 150-250 word analysis of the descriptive statistics on the spreadsheet. This should include differences and health outcomes between groups.
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Build a decision tree model to learn the characteristics of the problem
For this exercise, your goal is to build a model to identify
inputs or predictors that differentiate risky customers from ...
Build a decision tree model to learn the characteristics of the problem
For this exercise, your goal is to build a model to identify
inputs or predictors that differentiate risky customers from others (based on
patterns pertaining to previous customers) and then use those inputs to predict
new risky customers. Question:The sample data to be used is attached. The data set has 425 cases and 15 variables pertaining to past
and current customers who have borrowed from a bank for various reasons. The
data set contains customer-related information such as financial standing,
reason for the loan, employment, demographic information, and the outcome or
dependent variable for credit standing, classifying each case as good or bad,
based on the institution’s past experience.
Take 400 of the cases as training cases and set aside the other 25 for testing.
Build a decision tree model to learn the characteristics of the problem. Test
its performance on the other 25 cases. Report on your model’s learning and
testing performance. Prepare a report that identifies the decision tree model
and training parameters, as well as the resulting performance on the test set.
Use any decision tree software. (This exercise is courtesy of StatSoft, Inc.,
based on a German data set from
ftp.ics.uci.edu/pub/machine-learning-databases/statlog/german renamed
CreditRisk and altered.You could use R for the decision tree as well.)Requirements:No Plagarism
Student Housing Decision Formular and Calculations Analysis
First, read the following case on the Student Housing Decision.Finally, complete the following assignment.Villanueva recei ...
Student Housing Decision Formular and Calculations Analysis
First, read the following case on the Student Housing Decision.Finally, complete the following assignment.Villanueva received the analysis of the student housing decision (as evidenced in the videos above). However, the file became corrupted and now most of the data has vanished along with applicable formulas and calculations. Villanueva asks that you conduct a brief analysis using the spreadsheet below. Provide your answers in the second tab of the spreadsheet, making sure to include calculations and explanations where appropriate.
4 pages
I Need Help With My Persuasive Speech
Should all interns be paid during their internships or not? We all understand what is meant by internships. It is a limite ...
I Need Help With My Persuasive Speech
Should all interns be paid during their internships or not? We all understand what is meant by internships. It is a limited period of time given out ...
Guidelines such as Critical Security Controls provide details for securing digital services. Other regulations are emerging that address social media and access to electronic evidence.
Part 1:- Discussion (400 Words)Discuss the following Supreme Court rulings:Supreme Court ruling on online sales tax(Involv ...
Guidelines such as Critical Security Controls provide details for securing digital services. Other regulations are emerging that address social media and access to electronic evidence.
Part 1:- Discussion (400 Words)Discuss the following Supreme Court rulings:Supreme Court ruling on online sales tax(Involving big changes in eCommerce) Supreme Court ruling on law enforcement to obtain a warrant for accessing cell phone records(Involving the privacy of your cell phone data)Part 2:-Analyze the episodes in this case including:(main Questions)(7 to 10 Pages) A brief discussion of what the issue or threat is and how it could affect the companyWhat cyber security laws or compliance standards are affectedWhat actions the company should take to mitigate the issue or decrease the potential threatCite your sources in APA from reputable reference materialsModule Description: Guidelines such as Critical Security Controls provide details for securing digital services.Other regulations are emerging that address social media and access to electronic evidence. First, Read Legal Issues in Information Security, Second Edition Chapter 13 on information security governance https://stratford.icims.com/icims2/servlet/icims2?module=Root&action=login&hashed=-800485674Work through the information of Critical Security Controls http://www.sans.org/critical-security-controlsEmployer Access, Use and Regulations of Social Media http://www.certiphi.com/resource-center/compliance-services/employer-access-use--regulation-of-social-media/Social Media Background ChecksStates’ & Federal Password Privacy LawsSocialMedia Policies and the NLRBLaws Regulating Access to Electronic Evidence http://library.books24x7.com.ezp-01.lirn.net/assetviewer.aspx?bookid=69834&chunkid=371044723¬eMenuToggle=0&hitSectionMenuToggle=0&leftMenuState=1Protecting Cyber Networks Act (H.R. 1560) https://www.congress.gov/bill/114th-congress/house-bill/1560Review the law regulating eSignhttp://www.signinblue.com/Law/ Task 3: Analysis of Case Study on Regulating Information Security for the Company: TransManuCo has asked for your help in dealing with securing their information while they remain within set regulations. In order to do business efficiently and effectively the company uses eSign.However, they have concerns about the security of this especially with clients overseas. According to the new Protecting Cyber Networks Act Sec. 103 “Permits private entities to monitor or operate defensive measures to prevent or mitigate cybersecurity threats or security vulnerabilities, or to identify the source of a threat, on: (1) their own information systems; and (2) with written authorization, the information systems of other private or government entities. Authorizes entities to conduct such activities on information that is stored on, processed by, or transiting such monitored systems.”Since this is a new act just passed by congress, the CEO of TransManuCo wants to be sure what the ramifications are for his company.With the increase in cyber attacks especially on companies such as his, he wants to take aggressive action to protect his information. The HR department of TransManuCo needs assistance in dealing with issues that have surfaced surrounding social media.Since much of the work the company does is sensitive and secret, they have considered using social media background checks. However, they are unsure of the legalities. The CEO and his immediate management team have concerns that as the company has grown rapidly, access to passwords and administrative privileges are too widespread. They would like to implement the Critical Security Control Regulations to help them get control of access to their systems and decrease vulnerabilities. They are also concerned about wireless access from company employees traveling on business, especially overseas, whose computers become infected through remote exploitation during air travel. They believe this provides backdoor access to the network when the employees return to the main office and reconnect to the network.
INT 700 SNHU Wayfair Inc. E-commerce Company Case Study Analysis
Review the Case Study Introduction for Wayfair. Then, research Wayfair’s current business situation and take a deep dive ...
INT 700 SNHU Wayfair Inc. E-commerce Company Case Study Analysis
Review the Case Study Introduction for Wayfair. Then, research Wayfair’s current business situation and take a deep dive into the nature of competition within its industry at the domestic and global levels. As you prepare your analysis of Wayfair’s present situation and future strategic opportunities, consider these basic topics: What is the strategic fit between Wayfair’s strategic policies and its industry, given factors within the pillars of the strategy tripod? Can Wayfair enhance its strategy and competencies to finally become profitable, or is its business model flawed?
GCU Lung and Bronchi Cancer Project
There is often the requirement to evaluate descriptive statistics for data within the organization or for heal ...
GCU Lung and Bronchi Cancer Project
There is often the requirement to evaluate descriptive statistics for data within the organization or for health care information. Every year the National Cancer Institute collects and publishes data based on patient demographics. Understanding differences between the groups based upon the collected data often informs health care professionals towards research, treatment options, or patient education.
Using the data on the "National Cancer Institute Data" Excel spreadsheet, calculate the descriptive statistics indicated below for each of the Race/Ethnicity groups. Refer to your textbook and the Topic Materials, as needed, for assistance in with creating Excel formulas.
Provide the following descriptive statistics:
Measures of Central Tendency: Mean, Median, and Mode
Measures of Variation: Variance, Standard Deviation, and Range (a formula is not needed for Range).
Once the data is calculated, provide a 150-250 word analysis of the descriptive statistics on the spreadsheet. This should include differences and health outcomes between groups.
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