This page allows users to generate machine learning based probabilities of supercell storm mode for a user defined environment.
Probabilites can be generated by using the files and code located here: https://github.com/sshield/ML_Supercell
Or by using the web app below, which may take a minute or two to load.
This probaility generated is the average predicted probability of three different machine learning models, an artificial neural network, a support vector machine, and an ensemble of gradient boosted trees. The prediction is based off of the nine input variables shown below. If you have questions or would like additional accesss to the code and data used in this project contact Stephen Shield.
This page is still under development and will be updated with additional details in the near future.