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  • Writer's pictureRich Nguyen

Predicting Bee Population Loss in Virginia

2nd Place Winner of Fall 2021

by Team Name - Emily Buckley, Joseph Remines, Jacob Rice


Abstract: This group produced a Supervised Learning model in order to support the preservation efforts for bee colonies in the state of Virginia. We have gathered data from several state departments for tracking pollution, as well as observing past experiments of what pollution has been observed from samples. Several Supervised Learning techniques have been applied, and their RMSE values compared. We completed the datasets that lacked sufficient or public information, increased the number of data points in order to impute the values better, and implemented a risk value assignment based on the standard deviation of predicted populations.






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