Peak Ground Acceleration and Spectral Amplitude Prediction using supervised Machine Learning algorithms: A study case in Central Italy

Abel Daniel Zaragoza Alonzo1, Miller Zambrano2, Lucia Luzi3, Tondi Emanuele2,4 and Leonardo Colavitti3, (1)University of Camerino, School of Science and Technology - Geology Division, Camerino, Italy, (2)University of Camerino, School of Science and Technology, Geology Division, Camerino, Italy, (3)INGV National Institute of Geophysics and Volcanology, Milan, Italy, (4)Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Sismologia e Tettonofisica, Camerino, Italy