Essays about: "Overtraining"

Showing result 1 - 5 of 17 essays containing the word Overtraining.

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

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

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

    Abstract : 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. READ MORE

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

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

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

    Abstract : 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. READ MORE

  4. 3. Methods to assess nonfunctional overreaching in wrestlers : A literature review

    University essay from Umeå universitet/Idrottsmedicin

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

    Abstract : 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. READ MORE

  5. 4. eValuate - A Sports Analytics mHealth App : Featuring the Perceived Load and Fitness Scale for Overtraining Prevention and Intervention

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Ala Abed; [2020]
    Keywords : mHealth; sports analytics; app development; custom questionnaire; overtraining;

    Abstract : Health and fitness apps have become ubiquitous as smart devices become a major necessity in day-to-day life. However, an obvious issue with mobile health (mHealth) apps is that a substantial portion of them lack a scientific foundation and instead utilize  experiential  stratagems.  Hence,  the  acquired  data  becomes  unreliable. READ MORE

  6. 5. Har intraartikulär stamcellsbehandling en klinisk effekt, med avseende på hältan, hos hundar med osteoartrit?

    University essay from SLU/Dept. of Biomedical Sciences and Veterinary Public Health

    Author : Rebekka Eugenie Bakke; [2018]
    Keywords : osteoartrit; mesenkymala stamceller; stamcellsbehandling; intraartikulär injektion; hund; hälta;

    Abstract : Stamcellsbehandling av hundar med osteoartrit är idag en högst aktuell cellterapimetod inom veterinärmedicinen. Osteoartrit, tidigare benämnd som artros, är en låggradig samt kronisk inflammatorisk ledsjukdom som drabbar över 20 % av den vuxna hundpopulationen. READ MORE