# Constructing an efficient machine learning model for tornado prediction

arXiv: https://arxiv.org/abs/1806.05857 · HTML: https://mlsanity.com/paper/1806.05857/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 15 Jun 2018.

## Built on by (most cited first, 1 of 1)

- [Predicting Tornadoes days ahead with Machine Learning](https://mlsanity.com/paper/2208.05855/) (2022)

## Abstract (arXiv)

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.