EVOLUTIONARY ALGORITHM FOR CONSTRUCTING A DECISION TREE

Sultangaliev Amirkhan Manasovich

doi:10.17605/OSF.IO/TBZHK

EVOLUTIONARY ALGORITHM FOR CONSTRUCTING A DECISION TREE

Authors

Sultangaliev Amirkhan Manasovich 2nd year of Master's degree,Tashkent University of Information Technologies named after Muhammad Al-Khwarizmi,

DOI:

https://doi.org/10.17605/OSF.IO/TBZHK

Keywords:

: forecasting, data classification, decision trees, genetic algorithms, heuristics combination method.

Abstract

A new approach is proposed to solve the problem of data classification based on decision trees, using the genetic method of combining heuristics. This approach made it possible to improve the accuracy of classification, while retaining all the advantages of the decision tree method.

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References

Ross J. Quinlan. C4.5: Programs for Machine learning. Morgan Kaufmann Publishers, 1993.

Breiman L., Friedman J.H., Olshen R.A. and Stone C.T. Classification and Regression Trees. Wadsworth, Belmont, California, 1984.

Norenkov I.P. Genetic methods of structural synthesis of design solutions // Information technologies. 1998. No. 1. S. 9-13.

Goldberg D. Genetic Algorithms in Search, Optimization, and Machine Learning // Adison-Wesley Publ., 1989..

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Published

2022-06-06

How to Cite

[1]

Sultangaliev Amirkhan Manasovich, “EVOLUTIONARY ALGORITHM FOR CONSTRUCTING A DECISION TREE”, IEJRD - International Multidisciplinary Journal, vol. 7, no. 3, p. 5, Jun. 2022.