Author

Siti Yuliyanti

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Open access Aug 2026

Price Trend Prediction and Product Recommendation Using Machine Learning Approach

Five machine learning algorithms are compared, namely Random Forest, XGBoost, Gradient Boosting, Decision Tree, and Linear Regression, with evaluation metrics including R², MAPE, and RMSE, and the Random Forest model performed the best.

Fedro Rizkyana Padila, Siti Yuliyanti, Muhammad Al-husaini · Telematika · 0 citations