Simplified automatic prediction of the level of damage to similar buildings affected by river flood in a specific area

•Machine learning with key data.•Classify building damage in the event of a river flood.•Prediction of damage by river flood in buildings with data easy to obtain.•Future in the search for new ways of detecting damage caused by river floods.