Description
I need someone to solve question 2 as asked in the image. You do not need to do the "compare the analytical results" part of the question. Just the derivation. You must show your work in step by step process. Question 1 just included for reference only.
Unformatted Attachment Preview
User generated content is uploaded by users for the purposes of learning and should be used following Studypool's honor code & terms of service.
Explanation & Answer
Review
Review
Anonymous
Just what I was looking for! Super helpful.
Studypool
4.7
Trustpilot
4.5
Sitejabber
4.4
24/7 Homework Help
Stuck on a homework question? Our verified tutors can answer all questions, from basic math to advanced rocket science!
Most Popular Content
CS 422 CNCC Estimate the Conditional Probabilities Questions
1. The following attributes are measured for members of a herd of Asian elephants: weight, height, tusk length, tru ...
CS 422 CNCC Estimate the Conditional Probabilities Questions
1. The following attributes are measured for members of a herd of Asian elephants: weight, height, tusk length, trunk length, and ear area. Based on these measurements, what sort of similarity measure from Section 2.4 (measure of similarity and dissimilarity) would you use to compare or group these elephants? Justify your answer and explain any special circumstances. (Chapter 2)
2. Consider the training examples shown in Table 3.5 (185 page) for a binary classification problem. (Chapter 3)
(a) Compute the Gini index for the overall collection of training examples.
(b) Compute the Gini index for the Customer ID attribute.
(c) Compute the Gini index for the Gender attribute.
(d) Compute the Gini index for the Car Type attribute using multiway split.
3. Consider the data set shown in Table 4.9 (348 page). (Chapter 4)
(a) Estimate the conditional probabilities for P(A|+), P(B|+), P(C|+), P(A|-), P(B|-), and P(C|-).
(b) Use the estimate of conditional probabilities given in the previous question to predict the class label for a test sample (A = 0, B = 1, C = 0) using the na?ve Bayes approach.
(c) Estimate the conditional probabilities using the m-estimate approach, with p = 1/2 and m = 4.
CMIT 326 University of Maryland Wk 3 Amazon Web Services Responses
Respond to Maurice:What are the components of an Amazon VPC?The components of an Amazon Virtual private cloud (VPC) areInt ...
CMIT 326 University of Maryland Wk 3 Amazon Web Services Responses
Respond to Maurice:What are the components of an Amazon VPC?The components of an Amazon Virtual private cloud (VPC) areInternet gateways: a horizontally scaled, redundant, and highly available VPC component that allows communication between your VPC and the internet.Egress-only internet gateways allow outbound communication over IPv6 from instances in your VPC to the internet and prevent the internet from initiating an IPv6 connection with your instances.Carrier gateways -allows inbound traffic from a carrier network in a specific location, and it allows outbound traffic to the carrier network and the internet.Network Address Translation (Nat) devices for your VPC- forwards traffic from the instances in the private subnet to the internet or other AWS services, and then sends the response back to the instances. Dynamic host configuration protocol (DHCP) options sets- provide a standard for passing configuration information to hosts on a TCP/IP network. Using Domain Name System (DNS) with your VPC -A DNS hostname is a name that uniquely and absolutely names a computer; it's composed of a hostname and a domain name. Prefix lists-A prefix list is a set of one or more CIDR blocks. There are two types of prefix lists: AWS managed prefix-list and Customer managed prefix list.What is the default VPC and what are its advantages? A default VPC is ready for you to use so that you don't have to create and configure your own VPC. You can immediately start launching Amazon EC2 instances into your default VPC. You can also use services such as Elastic Load Balancing, Amazon RDS, and Amazon EMR in your default VPC.A default VPC is suitable for getting started quickly, and for launching public instances such as a blog or simple website. You can modify the components of your default VPC as needed. If you prefer to create a nondefault VPC that suits your specific requirements; for example, using your preferred CIDR block range and subnet sizes.Reference:VPC networking components- Amazon Virtual Private Cloud https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Networking.htmlDefault VPC and default subnets https://docs.aws.amazon.com/vpc/latest/userguide/default-vpc.htmlRespond to David:Hello Class,Of the many components for an Amazon Virtual Private Cloud (VPC), the most notable is elastic network interfaces. Elastic network interfaces are a virtual network interface that gives you the ability to attach or detach from an instance within a VPC. After reviewing module 5 and doing additional research across the web, I also found a few more components of Amazon VPC. Route tables, Network address translation (NAT), VPC sharing and peering, and internet gateway (“AWS Virtual Private Cloud - VPC - Certification”, n.d.). Route tables holds a set of rules, which is also known for routes, which specifically directs network traffic to and from the subnets. Each route has a specific destination and target. Internet gateway is a highly available VPC component in which permits communication between VPC and instance along with the public internet. Network Address translations gateway or NAT authorizes instances in a private subnet in order to connect to the internet the other multiple AWS services. VPC sharing allows users to share subnets with other AWS accounts within the same organizations. VPC peering connections permits users to route privately between two VPC traffic (“AWS Virtual Private Cloud - VPC - Certification”, n.d.).A default VPC is pre-configured and created in order for users to begin using applications and tool and don’t have to make their own (“Amazon Virtual Private Cloud (VPC) | AWS Tutorial for Beginners”, n.d.). There are some advantages when you are using a VPC, like, you are able to get started immediately, utilize public instances, and edit components to the default it desired. Default VPC mimics network traditions used to operate your own data center. Some of the many benefits to using a default VPC are preventing loss, propriety data, privacy, and security. For those that aren’t comfortable with creating or setting up your own VPC, the default VPC provides you with ease of setting it up on your own. (Take it from a very inexperienced user. This feature will definitely come in handy for those small business or personal users with minimal IT experience) Although it is public, it is still safe with its advances security features in which allows in and outbound filtering within a subnet and instance level. Another security measure that comes with the default VPC is the ability to monitor and view inline traffic inspection, and assist with screening and securing network traffic (“Amazon Virtual Private Cloud (VPC) | AWS Tutorial For Beginners”, n.d.). PreferencesAWS Virtual Private Cloud - VPC - Certification. Retrieved March 19, 2021, from https://jayendrapatil.com/aws-virtual-private-cloud-vpc/Amazon Virtual Private Cloud (VPC) | AWS Tutorial For Beginners. Retrieved March 19, 2021, from https://www.youtube.com/watch?v=fpxDGU2KdkARespond to Pawel:Question 1: What are the components of an Amazon VPC?Amazon Virtual Private Network is a great solution for someone who wants to have more security and control over the resources provided by Amazon AWS. Main functions of this feature is to separate you AWS resources form other accounts and to protect your network from intrusion. VPC has many components that can be configured to costumer’s needs in order to maximize its potential.Subnet - is defined and used in order to decide the network to customer’s preference. The smallest subnet that is possible is /28 and the largest is /16.Route tables – is like a map with directions, also called rules and these rules define network direction.Internet Gateway – is a device that would be connected to VPC in order to connect to the outside network.Network Access Control Lists (ACLs) - govern rules of inbound and outbound connection.Security Group- Specified people that are able to access a resource.Question 2: What is the default VPC and what are its advantages?There are two ways of creating VPC. One is called default VTC and the other one is called custom / non-default VTC. There is a big difference in both approaches and it has to do with level of configuration. In a default VTC scenario your network is set up for you by AWS and is ready to be used immediately. It is a tool that helps with networking configuration when EC2 instances are initiated. There is minimal configuration on the part of end user and is usually first created when EC2 resources are provisioned. With a custom VTC the client is responsible for properly configuring and setting up the service and requires him or her to define the IP address range.Bhardwaj, R. (2020, June 26). Default VPC vs Custom VPC in AWS. IP With Ease. https://ipwithease.com/default-vpc- vs-custom- vpc/#:%7E:text=Whenever%20a%20new%20instance%20is,subnets%20with%20corresponding%20route%20 table. What is Amazon VPC? - Amazon Virtual Private Cloud. Https://Docs.Aws.Amazon.Com/Vpc/Latest/Userguide/What- Is-Amazon-Vpc.Html.S. (2021, February 18). Dissecting AWS’s Virtual Private Cloud (VPC). Simplilearn.Com. https://www.simplilearn.com/tutorials/aws-tutorial...
please follow instructions and APA provide references and citations no plagarism
Carpet Baggers Inc. is proposing to construct a new bagging plant in a country in Europe. The two prime candidates are Ge ...
please follow instructions and APA provide references and citations no plagarism
Carpet Baggers Inc. is proposing to construct a new bagging plant in a country in Europe. The two prime candidates are Germany and Switzerland. The forecasted cash flows from the proposed plants are as follows:The spot exchange rate for euros is $1.3/€, while the rate for Swiss francs is CHF 1.5/$. The interest rate is 5% in the United States, 4% in Switzerland, and 6% in the euro countries. The financial manager has suggested that, if the cash flows were stated in dollars, a return in excess of 10% would be acceptable. Should the company go ahead with either project? If it must choose between them, which should it take?Please explain your answer in detail and provide in-text citations.in the University Policies for specific guidelines and expectations.
University of the Cumberlands Organization Leadership in Management Essay
This week’s journal articles focus on transformational leadership and knowledge and knowledge sharing within an organiza ...
University of the Cumberlands Organization Leadership in Management Essay
This week’s journal articles focus on transformational leadership and knowledge and knowledge sharing within an organization, please review these concepts and answer the following questions:How do trustworthy and ethical leaders enhance knowledge sharing in organizations? How does this impact the rate of information technology implementations? How does this impact data management within organizations?How does servant leadership assist with transferring knowledge in an organization?When thinking about data analytics, how does transformational leadership assist with building good data structures?
Similar Content
Linear Systems project
Attached all instruction. This project required MATLAB work. Please read it carefully and make sure to do all parts. label...
UNH Security Culture and Digital Transformation Research Paper
viii
Chapter 9
C o n t en t s
Five Years Later
HTC
IT History at HTC
Interactions of the CEO
The Process
Transformation...
San Jose State University GreenTalk Possible Speaker for Earth Week Memo
you have to watch a Video first ()( Eugene Cordero (Links to an external site.))and there is a sample essay blow.supplemen...
Trine University Product Innovation Service Innovation And New Business Models Discussion
To what extent has BMW repositioned the Mini?
2. Discuss the differences between product innovation and service innovation...
NJIT Civil Engineering Essay
I need help finishing this introduction of Constant Head Permeability Test in Sand lab I think that is ch 10 in lab manual...
IT 404 Saudi Electronic University Web Design Subject Questions
College of Computing and Informatics
Student Details:
Name: ###
ID: ###
CRN: ###
Instructions:
•
•
•
•
•
�...
Preliminary System Design
1. Select a system of your choice and develop operational functional flow block diagrams (FFBDs) to the third level. Selec...
Z108
A storage area network (SAN) is a high-speed, specialized network that attaches storage devices to servers. Its essential ...
Wan
An enterprise WAN is a corporatenetworkthat connects geographically dispersed users areas that could be anywhere in the wo...
Related Tags
Book Guides
Crippled America
by Donald J Trump
Cant Hurt Me - Master Your Mind and Defy the Odds
by David Goggins
The Metamorphosis
by Franz Kafka
Freakonomics
by Stephen J. Dubner and Steven D. Levitt
The Restless Wave
by John McCain
The Old Man and the Sea
by Ernest Hemmingway
The Hunger Games
by Suzanne Collins
The Two Towers
by J. R. R. Tolkien
Girl Stop Apologizing
by Rachel Hollis
Get 24/7
Homework help
Our tutors provide high quality explanations & answers.
Post question
Most Popular Content
CS 422 CNCC Estimate the Conditional Probabilities Questions
1. The following attributes are measured for members of a herd of Asian elephants: weight, height, tusk length, tru ...
CS 422 CNCC Estimate the Conditional Probabilities Questions
1. The following attributes are measured for members of a herd of Asian elephants: weight, height, tusk length, trunk length, and ear area. Based on these measurements, what sort of similarity measure from Section 2.4 (measure of similarity and dissimilarity) would you use to compare or group these elephants? Justify your answer and explain any special circumstances. (Chapter 2)
2. Consider the training examples shown in Table 3.5 (185 page) for a binary classification problem. (Chapter 3)
(a) Compute the Gini index for the overall collection of training examples.
(b) Compute the Gini index for the Customer ID attribute.
(c) Compute the Gini index for the Gender attribute.
(d) Compute the Gini index for the Car Type attribute using multiway split.
3. Consider the data set shown in Table 4.9 (348 page). (Chapter 4)
(a) Estimate the conditional probabilities for P(A|+), P(B|+), P(C|+), P(A|-), P(B|-), and P(C|-).
(b) Use the estimate of conditional probabilities given in the previous question to predict the class label for a test sample (A = 0, B = 1, C = 0) using the na?ve Bayes approach.
(c) Estimate the conditional probabilities using the m-estimate approach, with p = 1/2 and m = 4.
CMIT 326 University of Maryland Wk 3 Amazon Web Services Responses
Respond to Maurice:What are the components of an Amazon VPC?The components of an Amazon Virtual private cloud (VPC) areInt ...
CMIT 326 University of Maryland Wk 3 Amazon Web Services Responses
Respond to Maurice:What are the components of an Amazon VPC?The components of an Amazon Virtual private cloud (VPC) areInternet gateways: a horizontally scaled, redundant, and highly available VPC component that allows communication between your VPC and the internet.Egress-only internet gateways allow outbound communication over IPv6 from instances in your VPC to the internet and prevent the internet from initiating an IPv6 connection with your instances.Carrier gateways -allows inbound traffic from a carrier network in a specific location, and it allows outbound traffic to the carrier network and the internet.Network Address Translation (Nat) devices for your VPC- forwards traffic from the instances in the private subnet to the internet or other AWS services, and then sends the response back to the instances. Dynamic host configuration protocol (DHCP) options sets- provide a standard for passing configuration information to hosts on a TCP/IP network. Using Domain Name System (DNS) with your VPC -A DNS hostname is a name that uniquely and absolutely names a computer; it's composed of a hostname and a domain name. Prefix lists-A prefix list is a set of one or more CIDR blocks. There are two types of prefix lists: AWS managed prefix-list and Customer managed prefix list.What is the default VPC and what are its advantages? A default VPC is ready for you to use so that you don't have to create and configure your own VPC. You can immediately start launching Amazon EC2 instances into your default VPC. You can also use services such as Elastic Load Balancing, Amazon RDS, and Amazon EMR in your default VPC.A default VPC is suitable for getting started quickly, and for launching public instances such as a blog or simple website. You can modify the components of your default VPC as needed. If you prefer to create a nondefault VPC that suits your specific requirements; for example, using your preferred CIDR block range and subnet sizes.Reference:VPC networking components- Amazon Virtual Private Cloud https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Networking.htmlDefault VPC and default subnets https://docs.aws.amazon.com/vpc/latest/userguide/default-vpc.htmlRespond to David:Hello Class,Of the many components for an Amazon Virtual Private Cloud (VPC), the most notable is elastic network interfaces. Elastic network interfaces are a virtual network interface that gives you the ability to attach or detach from an instance within a VPC. After reviewing module 5 and doing additional research across the web, I also found a few more components of Amazon VPC. Route tables, Network address translation (NAT), VPC sharing and peering, and internet gateway (“AWS Virtual Private Cloud - VPC - Certification”, n.d.). Route tables holds a set of rules, which is also known for routes, which specifically directs network traffic to and from the subnets. Each route has a specific destination and target. Internet gateway is a highly available VPC component in which permits communication between VPC and instance along with the public internet. Network Address translations gateway or NAT authorizes instances in a private subnet in order to connect to the internet the other multiple AWS services. VPC sharing allows users to share subnets with other AWS accounts within the same organizations. VPC peering connections permits users to route privately between two VPC traffic (“AWS Virtual Private Cloud - VPC - Certification”, n.d.).A default VPC is pre-configured and created in order for users to begin using applications and tool and don’t have to make their own (“Amazon Virtual Private Cloud (VPC) | AWS Tutorial for Beginners”, n.d.). There are some advantages when you are using a VPC, like, you are able to get started immediately, utilize public instances, and edit components to the default it desired. Default VPC mimics network traditions used to operate your own data center. Some of the many benefits to using a default VPC are preventing loss, propriety data, privacy, and security. For those that aren’t comfortable with creating or setting up your own VPC, the default VPC provides you with ease of setting it up on your own. (Take it from a very inexperienced user. This feature will definitely come in handy for those small business or personal users with minimal IT experience) Although it is public, it is still safe with its advances security features in which allows in and outbound filtering within a subnet and instance level. Another security measure that comes with the default VPC is the ability to monitor and view inline traffic inspection, and assist with screening and securing network traffic (“Amazon Virtual Private Cloud (VPC) | AWS Tutorial For Beginners”, n.d.). PreferencesAWS Virtual Private Cloud - VPC - Certification. Retrieved March 19, 2021, from https://jayendrapatil.com/aws-virtual-private-cloud-vpc/Amazon Virtual Private Cloud (VPC) | AWS Tutorial For Beginners. Retrieved March 19, 2021, from https://www.youtube.com/watch?v=fpxDGU2KdkARespond to Pawel:Question 1: What are the components of an Amazon VPC?Amazon Virtual Private Network is a great solution for someone who wants to have more security and control over the resources provided by Amazon AWS. Main functions of this feature is to separate you AWS resources form other accounts and to protect your network from intrusion. VPC has many components that can be configured to costumer’s needs in order to maximize its potential.Subnet - is defined and used in order to decide the network to customer’s preference. The smallest subnet that is possible is /28 and the largest is /16.Route tables – is like a map with directions, also called rules and these rules define network direction.Internet Gateway – is a device that would be connected to VPC in order to connect to the outside network.Network Access Control Lists (ACLs) - govern rules of inbound and outbound connection.Security Group- Specified people that are able to access a resource.Question 2: What is the default VPC and what are its advantages?There are two ways of creating VPC. One is called default VTC and the other one is called custom / non-default VTC. There is a big difference in both approaches and it has to do with level of configuration. In a default VTC scenario your network is set up for you by AWS and is ready to be used immediately. It is a tool that helps with networking configuration when EC2 instances are initiated. There is minimal configuration on the part of end user and is usually first created when EC2 resources are provisioned. With a custom VTC the client is responsible for properly configuring and setting up the service and requires him or her to define the IP address range.Bhardwaj, R. (2020, June 26). Default VPC vs Custom VPC in AWS. IP With Ease. https://ipwithease.com/default-vpc- vs-custom- vpc/#:%7E:text=Whenever%20a%20new%20instance%20is,subnets%20with%20corresponding%20route%20 table. What is Amazon VPC? - Amazon Virtual Private Cloud. Https://Docs.Aws.Amazon.Com/Vpc/Latest/Userguide/What- Is-Amazon-Vpc.Html.S. (2021, February 18). Dissecting AWS’s Virtual Private Cloud (VPC). Simplilearn.Com. https://www.simplilearn.com/tutorials/aws-tutorial...
please follow instructions and APA provide references and citations no plagarism
Carpet Baggers Inc. is proposing to construct a new bagging plant in a country in Europe. The two prime candidates are Ge ...
please follow instructions and APA provide references and citations no plagarism
Carpet Baggers Inc. is proposing to construct a new bagging plant in a country in Europe. The two prime candidates are Germany and Switzerland. The forecasted cash flows from the proposed plants are as follows:The spot exchange rate for euros is $1.3/€, while the rate for Swiss francs is CHF 1.5/$. The interest rate is 5% in the United States, 4% in Switzerland, and 6% in the euro countries. The financial manager has suggested that, if the cash flows were stated in dollars, a return in excess of 10% would be acceptable. Should the company go ahead with either project? If it must choose between them, which should it take?Please explain your answer in detail and provide in-text citations.in the University Policies for specific guidelines and expectations.
University of the Cumberlands Organization Leadership in Management Essay
This week’s journal articles focus on transformational leadership and knowledge and knowledge sharing within an organiza ...
University of the Cumberlands Organization Leadership in Management Essay
This week’s journal articles focus on transformational leadership and knowledge and knowledge sharing within an organization, please review these concepts and answer the following questions:How do trustworthy and ethical leaders enhance knowledge sharing in organizations? How does this impact the rate of information technology implementations? How does this impact data management within organizations?How does servant leadership assist with transferring knowledge in an organization?When thinking about data analytics, how does transformational leadership assist with building good data structures?
Earn money selling
your Study Documents