Essays about: "random forests"

Showing result 6 - 10 of 141 essays containing the words random forests.

  1. 6. Implementering av Skogliga Grunddata i hprGallring vid andragallring

    University essay from SLU/School for Forest Management

    Author : Felix Nilsson; Joakim Bengtsdahl; [2023]
    Keywords : gallring; uppföljning; laserskanning;

    Abstract : Gallring är en av de skogsvårdsåtgärder som utförs i våra skogar för att bemöta de olika skogliga mål som skogsägarna har för sin skog. I Sveriges skogar så utförs gallringsåtgärder på ca 400 000 hektar årligen. READ MORE

  3. 7. The gut microbiome and nausea in pregnancy

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Clàudia González Valdivia; [2023]
    Keywords : Bioinformatics; Microbiome; Metagenomics; Genome analysis; Genetics;

    Abstract : Nausea and vomiting are among the most common symptoms of early pregnancy. Its most extreme form Hyperemesis gravidarum often requires hospitalization and has been linked as a risk factor of perinatal depression. READ MORE

  4. 8. Performance comparison of data mining algorithms for imbalanced and high-dimensional data

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

    Author : Daniel Rubio Adeva; [2023]
    Keywords : Data science; neural network; random forest; support vector machine; imbalanced data; average precision; ROC; Datavetenskap; neuralt nätverk; slumpmässig skog; stödvektormaskin; obalanserad data; medelprecision; ROC;

    Abstract : Artificial intelligence techniques, such as artificial neural networks, random forests, or support vector machines, have been used to address a variety of problems in numerous industries. However, in many cases, models have to deal with issues such as imbalanced data or high multi-dimensionality. READ MORE

  5. 9. COMPARATIVE ANALYSIS OF MACHINE LEARNING LOAD FORECASTING TECHNIQUES

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Humphry Takang Bate; [2023]
    Keywords : ;

    Abstract : Load forecasting plays a critical role in energy management, and power systems, enabling efficient resource allocation, improved grid stability, and effective energy planning and distribution. Without accurate very short term load forecasting, utility management companies face uncertain load patterns, unrealistic prices, and poor infrastructure planning. READ MORE

  6. 10. A Causal Analysis of Cat Bond Markets

    University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : Tim Matheis; [2023]
    Keywords : Cat bonds; Insurance-linked securities; Causal machine learning; Random forests;

    Abstract : This work is a contribution to the causal analysis of the catastrophe bond market, which has generated high excess returns over the last two decades. Since these excess returns remain partially unexplainable and the interest in catastrophe bonds is increasing, the causal study of the factors affecting their premiums is of high relevance. READ MORE