Enhancing the Predictive Accuracy of Corrosion Inhibition Efficiency Using Gradient Boosting with Feature Engineering and Gaussian Mixture Model

Prediction The development of Quantitative structure property relationship (QSPR) models for predicting corrosion inhibition efficiency (IE) often faces challenges due to small datasets, which heightens the risk of overfitting and results in less reliable performance assessments. This research creat...

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Ngā kaituhi matua:	Sahrul Amri, Muhamad Akrom, Gustina Alfa Trisnapradika
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Politeknik Negeri Batam 2025-12-01
Rangatū:	Journal of Applied Informatics and Computing
Ngā marau:	corrosion inhibition machine learning gradient boosting regressor feature engineering gaussian mixture model data augmentation
Urunga tuihono:	https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/11560
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!