MASHINALI O‘QITISH TIZIMLARIDA XUSUSIYATLARNI TANLASH VA MODELNI OPTIMALLASHTIRISH ORQALI BASHORAT ANIQLIGINI OSHIRISH

Authors

  • Asatullayeva Hosila Sobir qizi Termiz davlat universiteti 60610300-Kompyuter injiniringi yo‘nalishi talabasi. Author

Keywords:

Mashinali o‘qitish, xususiyatlarni tanlash, model optimallashtirish, hiperparametr tuning, bashorat aniqligi

Abstract

 Ushbu maqolada mashinali o‘qitish tizimlarida xususiyatlarni tanlash va modelni optimallashtirish usullarining bashorat aniqligiga ta’siri tizimli ravishda tahlil qilinadi.

References

MDPI Journals: Feature Selection and Machine Learning Approaches, 2024–2025.

Scientific Reports (Nature): Hyperparameter Optimization and Model Performance Analysis.

ScienceDirect: Feature Selection Impact on Prediction Accuracy, 2024–2025.

IEEE Access: Machine Learning Optimization Techniques.

arXiv Preprints: Recent Advances in Feature Selection and Bayesian Optimization.

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Published

2026-04-12

Issue

Vol. 19 No. 2 (2026): Journals PEDAGOGIK ISLOHOTLAR VA ULARNING YECHIMLARI

Section

Articles