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DATA PREPROCESSING AND CLASSIFICATION ALGORITHMS USING ENSEMBLE METHODS BASED ON DECISION TREES

Published in Ilmiy axborotnoma/Scientific Journal of Samarkand University • Jan 1, 2026
Authors:
A.K. Akhatov
,
Ф.Назаров

Abstract

This research paper proposes a methodology for processing datasets based on modern methods. Iterative imputation based on decision trees was used to systematically replace missing values in the dataset. The remaining irregular part of the missing values was filled in using the SVD imputation method ...

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