COMPARISION OF PERCENTAGE ERROR BY USING IMPUTATION METHOD ON MID TERM EXAMINATION DATA

Authors

  • V.B. Kamble P.E.S. College of Engineering, Aurangabad. (M.S.), India
  • S.N. Deshmukh Dr. Babasaheb Ambedkar Marathwada University, Aurangabad. (M.S.) India.

Keywords:

Related Work, Missing Data

Abstract

The issue of incomplete data exists across the entire field of data mining. In this paper, Mean Imputation, Median Imputation and Standard Deviation Imputation are used to deal with challenges of incomplete data on classification problems. By using different imputation methods converts incomplete dataset in to the complete dataset. On complete dataset by applying the suitable Imputation Method and comparing the percentage error of Imputation Method and comparing the result

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Published

2021-03-27

Issue

Vol. 2 No. 12 (2015): IJIERT

Section

Articles

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