Sökning: "Boruta"

Hittade 3 uppsatser innehållade ordet Boruta.

  1. 1. Exploring Alarm Data for Improved Return Prediction in Radios : A Study on Imbalanced Data Classification

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Matematiska institutionen

    Författare :Sofia Färenmark; [2023]
    Nyckelord :Imbalanced data classification; LASSO; Boruta; SVM; RFC; neural network; decision tree; AUC; AUPRC;

    Sammanfattning : The global tech company Ericsson has been tracking the return rate of their products for over 30 years, using it as a key performance indicator (KPI). These KPIs play a critical role in making sound business decisions, identifying areas for improvement, and planning. LÄS MER

  3. 2. Statistical and Machine Learning for assessment of Traumatic Brain Injury Severity and Patient Outcomes

    Master-uppsats, Högskolan Dalarna/Institutionen för information och teknik

    Författare :Md Abdur Rahman; [2021]
    Nyckelord :TBI Traumatic brain injury ; Metabolites; Glasgow coma scale; Severity; Patient outcomes; CT positive negative; Random Forest; Boruta; Lasso regression; Ridge regression; Neural network; Deep learning.;

    Sammanfattning : Traumatic brain injury (TBI) is a leading cause of death in all age groups, causing society to be concerned. However, TBI diagnostics and patient outcomes prediction are still lacking in medical science. LÄS MER

  4. 3. COMPREHENDING THE EFFECT OF SMOKING IN LUNG CANCER BY USING RULE NETWORKS

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Müge Segmen; [2019]
    Nyckelord :;

    Sammanfattning : With advances in computer science, computational analytics and more specifically machine learning algorithms are increasingly being used in many fields of science. These algorithms are highly valuable for the analysis of large and complex biological data that has to be performed to convey the information the raw data contains so that it can be further interpreted. LÄS MER