This study aims to improve the prediction rate with a novel model of bidirectional encoder representation for transformers (BERT) compared with random forest algorithm. A dataset of size 1100 is used ...

Selection of an Adequate Algorithm for Purity Estimation of Common Pediatric CNS Tumors Random forest (RF), InfiniumPurify, and ESTIMATE algorithms were used to estimate tumor purity.

This project forecasts daily sales for Rossmann stores using historical data, store metadata, and engineered features. We use the Random Forest Regression & XGBoost regression model to capture complex ...

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In Unmanned Aerial Vehicle (UAV) systems, packet loss during sensor data transmission causes data missing, which reduces fault features in sensor signals and causes the accuracy of state monitoring to ...