Essays about: "Binär klassificeringsmodell"

Found 5 essays containing the words Binär klassificeringsmodell.

  1. 1. Aggregating predictions of a yeast semantic segmentation model : Reducing a pixel classifier into a binary image classifier

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

    Author : Ali Muquri; [2023]
    Keywords : ;

    Abstract : The introduction of machine learning in clinical microbiology is important for aiding clinical laboratories with highly repetitive tasks that are fatiguing, error-prone, and require long employee training time due to the complex nature of the task. A challenging task that belongs to the subareas that need assistance is yeast detection in fluorescence microscopy where various yeast morphologies exist. READ MORE

  3. 2. Early Warning System of Students Failing a Course : A Binary Classification Modelling Approach at Upper Secondary School Level

    University essay from KTH/Lärande

    Author : Niklas Karlsson; Albin Lundell; [2022]
    Keywords : Machine learning; Random Forest; Early Warning System; Drop out; Algorithm; Binary classification model; Upper secondary school; Maskininlärning; Random Forest; Förebyggande Varningssystem; Algoritm; Binär klassificeringsmodell; Gymnasieskola;

    Abstract : Only 70% of the Swedish students graduate from upper secondary school within the given time frame. Earlier research has shown that unfinished degrees disadvantage the individual student, policy makers and society. A first step for preventing dropouts is to indicate students about to fail courses. READ MORE

  4. 3. Software Issue Time Estimation With Natural Language Processing and Machine Learning

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

    Author : Martin Hyberg; [2021]
    Keywords : Natural Language Processing; Regression; Classification; Time Estimation; Software Issues; Word2Vec; FastText; Språkteknologi; Regression; Klassificering; Tidsuppskattning; Mjukvaruärenden; Word2Vec; FastText;

    Abstract : Time estimation for software issues is crucial to planning projects. Developers and experts have for many decades tried to estimate time requirements for issues as accurately as possible. The methods that are used today are often time-consuming and complex. READ MORE

  5. 4. A Machine Learning Approach to the analysis of mortality in patients with cardiovascular diseases

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

    Author : Juan Miguel Aldamiz Orcajo; [2021]
    Keywords : machine learning; supervised learning; graphical models; mortality analysis; cardiovascular diseases.; dödlighetsanalys; hjärt-kärlsjukdomar; maskininlärning; funktionens betydelse; grafiska modeller.;

    Abstract : Cardiovascular diseases (CVDs) are the main cause of mortality worldwide, counting for a third of world demises. Consequently, early detection and underlying factors of these pathologies can play a critical role in successful treatments. Many researchers have applied machine learning (ML) for mortality risk estimation in CVDs. READ MORE

  6. 5. A Comparative study of cancer detection models using deep learning

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Nasra Omar Ali; [2020]
    Keywords : Image recognition; Healthcare; Cancer detection; Genomic Sequencing; Deep learning;

    Abstract : Leukemi är en form av cancer som kan vara en dödlig sjukdom. För att rehabilitera och behandla sjukdomen krävs det en korrekt och tidig diagnostisering. För att minska väntetiden för testresultaten har de ordinära metoderna transformerats till automatiserade datorverktyg som kan analyser och diagnostisera symtom. READ MORE