Essays about: "Hyperparameter Optimization"
Showing result 6 - 10 of 49 essays containing the words Hyperparameter Optimization.
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6. Swedish Stock and Index Price Prediction Using Machine Learning
University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikationAbstract : Machine learning is an area of computer science that only grows as time goes on, and there are applications in areas such as finance, biology, and computer vision. Some common applications are stock price prediction, data analysis of DNA expressions, and optical character recognition. READ MORE
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7. Maximizing the performance of point cloud 4D panoptic segmentation using AutoML technique
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Environment perception is crucial to autonomous driving. Panoptic segmentation and objects tracking are two challenging tasks, and the combination of both, namely 4D panoptic segmentation draws researchers’ attention recently. READ MORE
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8. A GP-Surrogate-Based Bayesian Framework for Surge Barrier Optimization
University essay from KTH/Matematik (Avd.)Abstract : Tropical cyclone induced storm surges are some of the largest environmental risks facing infrastructure and human life in dense urban environments. Hurricane Sandy caused 44 deaths and damage of 19 billion US dollars in New York City alone. READ MORE
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9. Predicting company bankruptcy using artificial neural networks. : Visualization and ranking of key features
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This paper presents a deep learning model that challenges what is known in the financial field of company bankruptcy. Specifically, a Multilayer Perceptron (MLP) model for predicting corporate bankruptcies is constructed and analyzed to visualize which input parameters that are most important for the accuracy of the model. READ MORE
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10. Stock market estimation : Using Linear Regression and Random Forest
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Stock market speculation is captivating to many people. Millions of people worldwide sell and buy stocks in the hope of turning a profit. READ MORE