Browsing by Subject "CatBoost"

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    • Heart disease prediction using techniques of classification in machine learning 

      Afrose, Sadia; Rubaiat, Farah; Tabassum, Homayra (Brac University, 2021-06)
      In this thesis we have examined the accuracy of various classifiers to predict heart disease and heart vessel blockage. We have also analyzed the key features contribut ing to heart vessel blockage. We have used a dataset ...

    • Prediction of bipolar disorder from mental episodes using machine learning approach 

      Tasmeem, Sumaiya; Rahaman, Motiur; Piasha, Karishma Meherin Khan; Yasar, Samin; Dina, Murshida Akter (Brac University, 2022-06-05)
      A precious gift to mankind is the ability to express their emotions or feelings and also to realize. Sometimes, an omnipresent sustained feeling or emotion can dominate a person’s behavior and affect his perception which ...