Essays about: "Random Forests"
Showing result 16 - 20 of 141 essays containing the words Random Forests.
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16. Efficient use of resources when implementing machine learning in an embedded environment
University essay from Umeå universitet/Institutionen för fysikAbstract : Machine learning and in particular deep-learning models have been in the spotlight for the last year. Particularly the release of ChatGPT caught the attention of the public. But many of the most popular models are large with millions or billions of parameters. READ MORE
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17. Classification of weather conditions based on supervised learning
University essay from Högskolan i Gävle/DatavetenskapAbstract : Forecasting the weather remains a challenging task because of the atmosphere's complexity and unpredictable nature. A few of the factors that decide weather conditions, such as rain, clouds, clear skies, and sunshine, include temperature, pressure, humidity, wind speed, and direction. READ MORE
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18. Forecasting Swedish Inflation and Policy Rates Using Random Forests and Bullard's Modernized Taylor Rule
University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomiAbstract : This paper examines whether the Riksbank could have predicted the historic inflationary surge in Sweden in the aftermath of the Covid-19 pandemic and warned the Swedish public prior to embarking on the most aggressive policy rate-hike cycle since the global financial crisis. I study the matter in two steps. READ MORE
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19. Development of a Machine Learning Survival Analysis Pipeline with Explainable AI for Analyzing the Complexity of ED Crowding : Using Real World Data collected from a Swedish Emergency Department
University essay from KTH/Medicinteknik och hälsosystemAbstract : One of the biggest challenges in healthcare is Emergency Department (ED)crowding which creates high constraints on the whole healthcare system aswell as the resources within and can be the cause of many adverse events.Is is a well known problem were a lot of research has been done and a lotof solutions has been proposed, yet the problem still stands unsolved. READ MORE
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20. AI Enabled Cloud RAN Test Automation : Automatic Test Case Prediction Using Natural Language Processing and Machine Learning Techniques
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The Cloud Radio Access Network (RAN) is a technology used in the telecommunications industry. It provides a flexible, scalable, and costeffective solution for managing and delivering seamless wireless network services. READ MORE