Cluster Analysis of Medical Research Data using R

1
Lavanya Pamulaparty
Lavanya Pamulaparty
2
Dr. C. V Guru Rao
Dr. C. V Guru Rao
3
Dr. M. Sreenivasa Rao
Dr. M. Sreenivasa Rao
1 Osmania University

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Cluster analysis divides the data into groups that are meaningful, useful or both. It is also used as a starting point for other purposes of data summarization. This paper discuss some very basic algorithms like K-means, Fuzzy C-means, Hierarchical clustering to come up with clusters, and use R data mining tool. The results are tested on the datasets namely Online News Popularity, Iris Data Set and from UCI data repository and mi RNA dataset for medical data analysis. All datasets was analyzed with different clustering algorithms and the figures we are showing is the working of them in R data mining tool. Every algorithm has its uniqueness and antithetical behavior.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

Lavanya Pamulaparty. 2016. \u201cCluster Analysis of Medical Research Data using R\u201d. Global Journal of Computer Science and Technology - C: Software & Data Engineering GJCST-C Volume 16 (GJCST Volume 16 Issue C1): .

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GJCST Volume 16 Issue C1
Pg. 17- 22
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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST-C Classification: H.3.3 I.5.3
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April 22, 2016

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English

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Cluster analysis divides the data into groups that are meaningful, useful or both. It is also used as a starting point for other purposes of data summarization. This paper discuss some very basic algorithms like K-means, Fuzzy C-means, Hierarchical clustering to come up with clusters, and use R data mining tool. The results are tested on the datasets namely Online News Popularity, Iris Data Set and from UCI data repository and mi RNA dataset for medical data analysis. All datasets was analyzed with different clustering algorithms and the figures we are showing is the working of them in R data mining tool. Every algorithm has its uniqueness and antithetical behavior.

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Cluster Analysis of Medical Research Data using R

Lavanya Pamulaparty
Lavanya Pamulaparty Osmania University
Dr. C. V Guru Rao
Dr. C. V Guru Rao
Dr. M. Sreenivasa Rao
Dr. M. Sreenivasa Rao

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