Frontiers

Advancing standardized cattle behavior classification with a random forest model evaluated across diverse datasets

1 Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, United States 2 Department of Animal Sciences, Cornell University, Ithaca, NY, United States The lack of ...
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Teacher assistant took her adaptive class to a hibachi restaurant for Thanksgiving, and was moved when a stranger showed a random act of kindness

Kindness can show up when you least expect it. In this story, a teacher assistant works with an adaptive class at a public high school. Her class went on a special Thanksgiving field trip and decided ...
IEEE

Enhancing Prediction Accuracy Through Random Forest in Classification and Regression

Abstract: Random Forest is a well-known type of ensemble learning, which combines a number of decision trees to improve the prediction ability and reduce the risk of overfitting. This paper aims at ...
IEEE

Typhoon Classification and Path Prediction Based on XGBoost and Random Forest Modeling

Abstract: The aim of this paper is to construct a typhoon classification and path prediction system based on XGBoost and random forest model to improve the accuracy of typhoon prediction and disaster ...