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Fandi Rahmadsyah Panggabean
Computer Systems, University of Pembangunan Pancabudi Medan
Computer Science & IT

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Journal : INFOKUM

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APPLICATIONAL OF THE C4.5 ALGORITHM INDETERMINING AIR QUALIT Fandi Rahmadsyah Panggabean; Eko Hariyanto; Sri Wahyuni
INFOKUM Vol. 10 No. 03 (2022): August, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

The C4.5 algorithm produces an accuracy rate of 63.37% with the resulting attributes with a total of 13 attributes and 9357 data in classifying. The results of the model carried out are quite good by looking at the accuracy value generated because the data can be recognized by data that has no class, even though it is not 100% perfect. The author hopes that further research will apply the same parameters to avoid missing values in pre-processing data. It is hoped that further research will be developed by applying this classification model with other and larger data.
Co-Authors Eko Hariyanto Sri Wahyuni