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6 years ago in Statistical Analysis By Seema

Statistical and clustering data ming technique

Why perform data mining? What are its benefits? Also what is the main difference between statistical and clustering technique?Stat

StatisticalTests

All Answers (4 Answers In All)

By Prajwal Sharma Answered 6 years ago

Data is very important for any kind of research. Basically, data mining is extraction useful information & patterns from huge amount of data. Some of the benefits of data mining process are:
1.Automated prediction of behaviors
2.It can analyse enormous database in few seconds
3. Discovery of unknown/hidden patterns
4.It gives improved predictions

By Neethi Answered 6 years ago

Seema,
Many a time, statistical technique is not considered as a data mining technique by the data analyst. This test is used to identify/discover patterns and also to build predictive models. Whereas clustering technique is used to identify data that are similar.

By Khaja Mannan Answered 6 years ago

Neethi you are absolutely right. Statistical technique is not considered as a data mining technique by many. This technique involves collection as well as summarising data in addition to identifying the patterns. Clustering technique helps you to understand the crucial differences as well as similarities between the data. This technique is also called as segmentation technique and helps you to understand the process going on within the database.

By Seema Answered 6 years ago

Thank you all for clearing my doubts. The answers were really very informative.

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