Constructing an Efficient Machine Learning Model for Tornado Prediction
Higher School of Economics - National Research University, Working Paper WP7/2016/05, Series WP7
24 Pages Posted: 10 Jul 2018
Date Written: 2016
Tornado prediction methods and main mechanisms of tornado genesis were analyzed. A model, based on the superposition principle, has been built. For efficiency evaluation, the constructed model has been tested on real-life data obtained from the University of Oklahoma (USA). It is shown that the constructed tornado prediction model is more efficient than all previous models.
Keywords: tornado prediction, superposition principle, data analysis
JEL Classification: D83, Q54
Suggested Citation: Suggested Citation