Essays about: "breast cancer data mining"

Found 4 essays containing the words breast cancer data mining.

  1. 1. Hyperparameter Tuning Using Genetic Algorithms : A study of genetic algorithms impact and performance for optimization of ML algorithms

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Franz David Krüger; Mohamad Nabeel; [2021]
    Keywords : Machine learning; Data mining; ML algorithm; Genetic algorithms; hyperparameter optimization.;

    Abstract : Maskininlärning har blivit allt vanligare inom näringslivet. Informationsinsamling med Data mining (DM) har expanderats och DM-utövare använder en mängd tumregler för att effektivisera tillvägagångssättet genom att undvika en anständig tid att ställa in hyperparametrarna för en given ML-algoritm för nå bästa träffsäkerhet. READ MORE

  3. 2. Evaluation of selected data mining algorithms implemented in Medical Decision Support Systems

    University essay from Blekinge Tekniska Högskola/Avdelningen för programvarusystem

    Author : Kamila Aftarczuk; [2007]
    Keywords : Naïve Bayes; Multilayer Perceptron; C4.5; medical data mining; medical decision support;

    Abstract : The goal of this master’s thesis is to identify and evaluate data mining algorithms which are commonly implemented in modern Medical Decision Support Systems (MDSS). They are used in various healthcare units all over the world. These institutions store large amounts of medical data. READ MORE

  4. 3. Applications of data mining algorithms to analysis of medical data.

    University essay from Blekinge Tekniska Högskola/Avdelningen för programvarusystem

    Author : Dariusz Matyja; [2007]
    Keywords : medical data mining; medical data warehouse; medical data; breast cancer.;

    Abstract : Medical datasets have reached enormous capacities. This data may contain valuable information that awaits extraction. The knowledge may be encapsulated in various patterns and regularities that may be hidden in the data. Such knowledge may prove to be priceless in future medical decision making. READ MORE

  5. 4. Data Mining with Decision Trees in the Gene Logic Database : A Breast Cancer Study

    University essay from Institutionen för datavetenskap

    Author : Neda Rahpeymai; [2002]
    Keywords : Data mining; Decision trees; C4.5; Breast cancer;

    Abstract : Data mining approaches have been increasingly used in recent years in order to find patterns and regularities in large databases. In this study, the C4.5 decision tree approach was used for mining of Gene Logic database, containing biological data. READ MORE