Sökning: "HPO"

Hittade 4 uppsatser innehållade ordet HPO.

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

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknik

    Författare :Erica Elgcrona; Evrim Mete; [2023]
    Nyckelord :Technology and Engineering;

    Sammanfattning : 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. LÄS MER

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

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

    Sammanfattning : 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. LÄS MER

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

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Rasmus Nygren; Aleks Petkov; [2021]
    Nyckelord :;

    Sammanfattning : 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. LÄS MER

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

    Magister-uppsats, Lunds universitet/Företagsekonomiska institutionen

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

    Sammanfattning : 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. LÄS MER