Using the ruspini dataset provided with the cluster package

Assignment Help Science
Reference no: EM131435482

Question: Using the ruspini dataset provided with the cluster package in R, perform a k-means analysis. Document the findings and justify the choice of k. Hint: use data(ruspini) to load the dataset into the R workspace.

Verified Expert

This work prepares a cluster analysis using k means algorithm in R for the inbuilt data set “ruspini”. The graphical analysis reveals the presence of k=4 clusters and the final analysis confirms the same with accuracy.

Reference no: EM131435482

Questions Cloud

How ordinary people are taking control of the news : How ordinary people are taking control of the news - discussion of the general context, author's purpose and author's audience, supported by evidence from inside or outside of the text
How did it reach the growth stage and how long did it take : When evaluating a product or service to find out where it is in the PLC process, research the product or service. When did it initially launch (for instance, when were TVs "born")? How did it reach the growth stage and how long did it take? Wha..
Sample survey interviews an srs : A sample survey interviews an SRS of 121 college women. Suppose that 66% of all college women have been on a diet within the last 12 months. What is the probability that 76% or more of the women in the sample have been on a diet?
What ways have we become more connected with other cultures : We have talked about globalization and identity for the past several weeks. In what ways have we become more connected with other cultures? In what ways have global connections intensified cultural differences
Using the ruspini dataset provided with the cluster package : Using the ruspini dataset provided with the cluster package in R, perform a k-means analysis. Document the findings and justify the choice of k. Hint: use data(ruspini) to load the dataset into the R workspace.
Election campaign and the possibility : Shirley Johnson, a county political leader, is looking ahead to next year's election campaign and the possibility that she might be forced to support a property tax increase to help combat projected shortfalls in the county budget.
Can expand into water balloon fight if enough people decide : If we are not given enough space to accommodate the range of distance from the target and water balloon thrower.Could not be a nearby water supply to fill water balloons.Could not be approved with fear of leaving a big amount of mess if we don't pick..
Why do you think petrobrass cost of capital is so high : Why do you think Petrobrás's cost of capital is so high? Are there better ways, or other ways, of calculating its weighted average cost of capital and Does this method of using the sovereign spread also compensate for currency risk?
What is the appropriate weight of common equity : What is the appropriate weight of debt? What is the appropriate weight of common equity? Describe the idea of "national banking." How is the system evolving today (and into the future)?

Reviews

Write a Review

Science Questions & Answers

  Journal of pharmaceutical sciences

This journal is a scientific publication of Indian Pharmaceutical Association and highlights various bright points of it.

  Optical fibres

This document discuss about the main attributes and characteristics of optical fibres.

  Micro organisms

This project report reveals the fact and proves a specific objective mentioned to be studied upon.

  Describing histology of an organ

The discussion of the technique should include a literature review on the evolution of the technique.

  Interpret the sensitivity of mammography

Calculate and interpret the sensitivity of mammography. Diagnostic test with Sensitivity 50%, Specificity 50% and prevalence 50%. Crude mortality rate. Damage caused by motor vehicle accidents.

  Discuss the role that science plays in your daily life

Role that science plays in your daily life and Integrity, Intensity, Innovation, and involvement in scientific field

  Prepare a flexible budget gator divers

Prepare a Flexible Budget Gator Divers is a company that provides diving services such as underwater ship repairs to clients in the Tampa Bay area.

  Neurological disorders

Designing a neuroprosthesis for the neurological disorders

  Complexity of cell surfaces

Lipid rafts provide another example of the complexity of cell surfaces in both their structural character and biologic functionality. Please explain the nature of these structures and their functionality.

  Exploratory activity on bird beaks

Describe how natural selection and evolution are demonstrated by this activity

  Spatial and temporal variation of heat content in the upper

In this study the temporal and spatial variation of heat content in the upper 70m layer of the Arabian Sea was for a period of 1991 to 2008 have been attempted.

  Earthquake databases

Earthquake Databases

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