Oil and gas development potential in the US Intermountain West.
We created a probabilistic classification model using the nonparametric machine learning technique 'Random Forests'  for oil and gas development potential from low (0) to high (1) across the western US. The six predictor variables used in the model were: geophysical data showing aeromagnetic, isostatic gravity, and …