Check correlation of most important features

USGS-R / regional-hydrologic-forcings-ml

Repo for machine learning models for regional prediction of hydrologic forcing functions. Includes probabilistic seasonal high flow regions for CONUS, and prediction of high flow metrics for selected regions.

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Check correlation of most important features #157

Open jds485 opened 1 year ago

jds485 commented 1 year ago

The features we have may represent more than just their named feature due to correlation. For the most important features in our models, we can check their correlation matrix.

jds485 commented 1 year ago

Table with rows as the selected features and 2 sets of columns:

features that are not in the model and correlated > 0.9
features within the model that are correlated