Aviation is one of the safest modes of transportation worldwide. However, there is still the possibility of flight abnormalities that can cause accidents. To prevent accidents, a system that can detect flight abnormalities early is needed. This dissertation discusses the development of a flight abnormality classification model using machine learning methods. The developed model uses flight data…