Browsing by Subject "Random Forest (RF)"

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Brain hemorrhage detection using hybrid machine learning algorithm

Iqbal, Khondoker Nazia; Azad, Istinub; Emon, Md. Imdadul Haque; Amlan, Nibraj Safwan; Aporna, Amena Akter (Brac University, 2022-01)

Machine learning (ML) helps computers learn and program data without humans’ help. According to data scientists, machine learning can extract 60% high-quality information, reduce the cost up to 46%, and increase operation ...
Cardiovascular disease prediction model using Machine Learning Algorithm

Arefin Mirdha, MD Shamsul (Brac University, 2022-09)

This research uses machine learning to anticipate and detect the symptoms of specific diseases after examining some of the important elements of these diseases in order to better understand them and develop new and better ...
A decentralized employee performance appraisal framework for recruitment, performance prediction and ranking using permissioned Blockchain and ensemble learning

Anjum, Afra Antara; Islam, Sadaath; Majumder, Shaikat (Brac University, 2022-01)

Recruitment is a crucial task for Human Resource Management (HRM) and determines the creation of a competent workforce that eventually brings tangible and intangible benefits for companies. Employees are key elements in ...