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Steps included in the preprocessing in data mining techniques

Hello all. Can someone explain to me the steps included in the preprocessing in data mining techniques? Quick response will be appreciated.

All Answers (4 Answers In All)

By Parul Singh Answered 6 years ago

Well the steps involved in data preprocessing are
1.Data cleaning
2.Data transformation
3.Data reduction

By Krupa Answered 6 years ago

Parul can you please explain the steps in detail?

By Parul Singh Answered 6 years ago

Sure.
Data cleaning – The data you have collected may have irrelevant and missing data. Hence it becomes a necessity to clean such data. Data cleaning process includes handling of missing data and noisy data.
Data transformation – This process is nothing but a process of transforming data into an appropriate form. This steps includes, normalisation, attribute selection, and discretisation.
Data reduction – This is done to reduce data storage and increase the storage efficiency.

By Rajshree Tamang Answered 6 years ago

http://www.cs.ccsu.edu/~markov/ccsu_courses/DataMining-3.html this site will give you complete information about data preprocessing technique. Go through it

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