Essays about: "XGBoost"
Showing result 21 - 25 of 137 essays containing the word XGBoost.
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21. Evaluating machine learning models for time series forecasting in smart buildings
University essay from KTH/Hälsoinformatik och logistikAbstract : Temperature regulation in buildings can be tricky and expensive. A common problem when heating buildings is that an unnecessary amount of energy is supplied. This waste of energy is often caused by a faulty regulation system. READ MORE
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22. Predicting periodontitis : An in depth study aiming to make accurate predictions of periodontitis using regularized gradient boost - XGBoost
University essay from Uppsala universitet/Statistiska institutionenAbstract : .... READ MORE
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23. Predicting Short-term Absences of a Railway Crew using Historical Data
University essay from KTH/Matematisk statistikAbstract : Transportation via train is considered the most environmentally friendly way of traveling and is widely seen as the future of transportation. Canceled and delayed trains worsen customer satisfaction; thus, punctual trains are crucial for railway companies. READ MORE
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24. Club Head Tracking : Visualizing the Golf Swing with Machine Learning
University essay from Uppsala universitet/Signaler och systemAbstract : During the broadcast of a golf tournament, a way to show the audience what a player's swing looks like would be to draw a trace following the movement of the club head. A computer vision model can be trained to identify the position of the club head in an image, but due to the high speed at which professional players swing their clubs coupled with the low frame rate of a typical broadcast camera, the club head is not discernible whatsoever in most frames. READ MORE
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25. Exploring the Importance of Women's Educational Attainment in HIV Risk Prediction : A Comparative Study of Logistic Regression, Random Forest and XGBoost
University essay from Uppsala universitet/Statistiska institutionenAbstract : Due to extensive HIV testing and treatment programs, the rate of new HIV infections has declined in recent years. However, young women South of the Sahara continue to be disproportionately burdened by the epidemic. The aim of this thesis is to explore the complex association between women's educational attainment and HIV prevalence. READ MORE