Hello, thanks for reaching out. Since you want to predict event counts, Poisson Regression would be appropriate. As a future reference, refer to this document for choosing the right algorithm for your predictive analytics model. Hope this helps.
Model for Predicting Earthquakes
Mujeebur Rahman
16
Reputation points
I am planning to create an Azure Machine Learning model to Predict the number of Earthquakes based on past historical data. I am asked to use one of the Regression techniques. Which regression model should I be using? Can I use Logistic Regression, or Poisson Regression, or Fast Forest Quantile Regression?