Sökning: "overtraining"

Visar resultat 1 - 5 av 31 uppsatser innehållade ordet overtraining.

  1. 1. Investigating Relations between Regularization and Weight Initialization in Artificial Neural Networks

    Kandidat-uppsats, Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Författare :Rasmus Sjöö; [2022]
    Nyckelord :Artificial Neural Networks; L1 Regularization; L2 Regularization; Loss Function; Maximum Likelihood; Regularization Strength Synthetic Data Generation; Weight Initialization; Physics and Astronomy;

    Sammanfattning : L2 regularization is a common method used to prevent overtraining in artificial neural networks. However, an issue with this method is that the regularization strength has to be properly adjusted for it to work as intended. This value is usually found by trial and error which can take some time, especially for larger networks. LÄS MER

  3. 2. Extern belastning för ett allsvenskt herrlag i korrelation till position

    Magister-uppsats, Linnéuniversitetet/Institutionen för idrottsvetenskap (ID)

    Författare :Simone Cullurá; [2022]
    Nyckelord :Extern belastning; monitorering; fotboll; GPS; periodisering;

    Sammanfattning : Bakgrund: Intresset för monitorering av fotbollsspelares träning- och matchbelastning har vuxit under de senaste åren. Monitoreringen sker genom global positioning system (GPS) för att individuellt och kollektivt analysera den externa belastningen. LÄS MER

  4. 3. Optimizing L2-regularization for Binary Classification Tasks

    Kandidat-uppsats, Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Författare :Oskar Bolinder; [2022]
    Nyckelord :Machine learning; Overtraining; L2-regularization; Model selection; Binary classification; Physics and Astronomy;

    Sammanfattning : An Artificial Neural Network (ANN) is a type of machine learning algorithm with widespread usage. When training an ANN, there is a risk that it gets overtrained and cannot solve the task for new data. Methods to prevent this, such as L2-regularization, introduce hyperparameters that are time-consuming to optimize. LÄS MER

  5. 4. Hur mår svensk innebandy? : En kvantitativ undersökning om förekomsten kring svensk innebandys psykiska faktorer samt föreningars preventiva och reaktiva arbete.

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för idrottsvetenskap (ID)

    Författare :Simon Svensson; Jesper Svensson; [2020]
    Nyckelord :Elite athletes; elite sports; floorball; mental health; mental illness; mental illness framework; prevention of mental illness.; Elitidrott; elitatleter; innebandy; psykisk ohälsa; ramverk för psykisk ohälsa; prevention av psykisk ohälsa.;

    Sammanfattning : The essay starts with an introduction to the chosen topic. Then the background goes through the different definitions of mental illness and elite sports, the correlation between these two, the stigmatisation of mental illness and lastly promotional and preventional work. LÄS MER

  7. 5. Methods to assess nonfunctional overreaching in wrestlers : A literature review

    Kandidat-uppsats, Umeå universitet/Idrottsmedicin

    Författare :Anssi Sven-Erik Libäck; Katjaana Anni-Maria Kanninen; [2020]
    Nyckelord :Overtraining syndrome; maladaptation; performance decline; fatigue; wrestling;

    Sammanfattning : Introduction Wrestling is a competitive and intermittent combat sport characterised mainly by strength components. Few researchers have examined nonfunctional overreaching in strength-based athletes, such as wrestlers, despite being prevalent. LÄS MER