Browsing by Author "Sonlu, Aylin"

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    Master Thesis
    Applications of Machine Learning in Classification of Biological Data
    (Kadir Has Üniversitesi, 2018) Sonlu, Aylin; Ozen, Cem
    Machine learning enables computers learn from the data. it has a wide range of application areas. Computational biology and bioinformatics are some areas in which machine learning applications provide accurate solutions to problems. Different types of machine learning tasks are summarized as supervised semi-supervised unsupervised and reinforcement learning. in this thesis we focus on supervised machine learning tasks on biological datasets. We applied multiple machine learning approaches to different datasets. K-nearest neighbor softmax classification neural networks approaches are considered. Moreover we discussed suitable algorithms and acceptable machine learning models to classify a biological data