Essays about: "Boruta"

Found 3 essays containing the word Boruta.

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

    University essay from Uppsala universitet/Matematiska institutionen

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

    Abstract : 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. READ MORE

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

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Md Abdur Rahman; [2021]
    Keywords : 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.;

    Abstract : 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. READ MORE

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

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Müge Segmen; [2019]
    Keywords : ;

    Abstract : 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. READ MORE