2020•Journal of Emerging Technologies and Innovative ResearchRequires access
APPLICATION OF DATA PREPROCESSING IN HEALTH CARE
Sharan Rohith, S. Anupama Kumar
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Abstract
Internet is being used by many of user everyday as a result of this huge amount of
data is being generated constantly. Mining and analyzing such data will help for an
organization for research and development. Data preprocessing will play an
important role in the data mining and analysis. This paper is intending to bring an
insight to the importance of preprocessing and various preprocessing techniques
that can be used in real world applications. Health care data is often incomplete,
and the data set is not in the proper format to apply machine learning techniques.
Data preprocessing eliminates the missing data and the data will be set in the
effective integrated for the purpose of implementation. The different data
preprocessing functions that brings in meaning to the raw data and prepare the data
for further process are discussed in this paper.