Write a program using k-means and expectation maximization

Assignment Help Management Information Sys
Reference no: EM132212116

Write a program using K-Means and Expectation Maximization clustering for the given dataset in R language. The dataset has been assigned.

How to use this dataset in R:

Package Name: cluster.datasets

install.packages("cluster.datasets")

library(cluster.datasets)

data(paste your data set name)

your dataset name

data(mammal.dentition)

Program 1: K-Means Clustering

Q1: Find optimal number of clusters. (Hint: Elbow Method)

Q2: Apply K-Means

Q3: Visualization for K-Means Clustering

Program 2: Expectation Maximization Clustering

Q1: Apply Expectation Maximization

Q2: Visualization for Expectation Maximization

Reference no: EM132212116

Questions Cloud

Potential strategies that would assist client to better life : What questions should you ask yourself while interviewing this client? What are the potential strategies that would assist the client to a “better” life?
What are various purposes of team building exercises : What are various purposes of team building exercises? In what way would team building exercisies help develop a work team?
Reduce management agreement costs : discuss some arguments the union might use to make it easier for management to accept this proposal (i.e., to reduce management’s agreement costs).
Benefits from stakeholder involvement without problems : How do we best get benefits from stakeholder involvement without problems?
Write a program using k-means and expectation maximization : Write a program using K-Means and Expectation Maximization clustering for the given dataset in R language.
How can you use clinical significance : Not all EBP projects result in statistically significant results. Define clinical significance, and explain the difference between clinical and statistical.
Determine if a list has two consecutive elements : Write a Prolog rule(s) to determine if a list has two consecutive elements both having a specified value.
Important improvements in quality of american health care : Clinical pathways are bringing about important improvements in the quality of American health care.
Describe the error in the conclusion : Describe the error in the conclusion. Given: There is a linear correlation between the number of cigarettes smoked and the pulse rate.

Reviews

Write a Review

Management Information Sys Questions & Answers

  Summary of four common approaches to ethical decision

What additional measures must be taken in the development of software that, if it fails, can cause loss of human life?

  How the challenges impact business operations

Write a two to three-page paper that addresses the challenges faced by your chosen organization in managing global information systems.

  What is a business process

Describing one or more key business process in an organization to include why they are important.

  Create an email policy and internet use policy

Create an email policy, internet use policy, employee monitoring policy and intellectual property policy. Be sure to state privacy and confidentiality clauses.

  Review the steps of the service delivery life cycle

Review the steps of the SDLC. Explain why quality service delivery depends on the execution of the service delivery life cycle. Discuss the aspects of the SDLC that are critical to quality service management. Explain your answer.

  Question about asp - what are asps

Question about ASP - What are ASPs and How have they become an important element of e-business

  How to deploy and configure intranet and web applications

Propose the best way to plan, deploy, and configure the file servers. Determine how to deploy and configure the intranet and Web applications

  Business help accounting information systemswhat are the

business help accounting information systemswhat are the purposes of accounting codes? how are they used? what is the

  Typeof idps that is similar to the nidps

Why can't I see the answers to the questions to the mid-term paper like the ones below? 5.  A(n) ____ a typeof IDPS that is similar to the NIDPS, reviews the log files generated byservers, network devices, and even other IDPSs.

  What technology threats might this organization face

Health Care Organization - What technology threats might this organization face and What information is contained in electronic medical records that needs to be protected?

  How would you handle it if you believed strongly

How would you handle it if you believed strongly in a recommendation you made in a meeting, but most of your co-workers shot it down? What would you do????

  Why organizations still have information deficiency problem

Explain information management. Why do organizations still have information deficiency problem? What are the business costs or risks of poof data quality?

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd