Essays about: "HPO"

Found 4 essays containing the word HPO.

  1. 1. Latency Prediction in 5G Networks by using Machine Learning

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Erica Elgcrona; Evrim Mete; [2023]
    Keywords : Technology and Engineering;

    Abstract : This thesis presents a report of predicting latency in a 5G network by using deep learning techniques. The training set contained data of network parameters along with the actual latency, collected in a 5G lab environment during four different test scenarios. READ MORE

  3. 2. Maximizing the performance of point cloud 4D panoptic segmentation using AutoML technique

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Teng Ma; [2022]
    Keywords : LiDAR perception; 4D panoptic segmentation; Hyperparameter Optimization; Deep learning; Automated Machine Learning; LiDAR-uppfattning; 4D-panoptisk segmentering; hyperparameteroptimering; djupinlärning; automatiserad maskininlärning;

    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

  4. 3. Evaluation of hyperparameter optimization methods for Random Forest classifiers

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Rasmus Nygren; Aleks Petkov; [2021]
    Keywords : ;

    Abstract : In order to create a machine learning model, one is often tasked with selecting certain hyperparameters which configure the behavior of the model. The performance of the model can vary greatly depending on how these hyperparameters are selected, thus making it relevant to investigate the effects of hyperparameter optimization on the classification accuracy of a machine learning model. READ MORE

  5. 4. The Search for High Performance in Organizations - A Study of the CHPS Framework

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Thorgeir Runar Finnsson; Stefan Gudnason; [2017]
    Keywords : managers; CHPS; CHPS framework; the Plus; high-performance organization; HPO; organizational performance; public organization; private organization; Business and Economics;

    Abstract : In the last decades, scholars, managers and consultants have shown increased interest in identifying the characteristics of high-performance organizations. Searching for ways to improve organizational performance and respond to a growing demand for quality products and services in a rapidly changing environment, this subject is of special interest of managers in both public and private organizations. READ MORE