Utilizing the random forest algorithm and interpretable machine learning to inform post-stratification of commercial fisheries data

Federal groundfish fisheries off Alaska are managed based on near-real time estimates of catch generated using a combination of data from the North Pacific Groundfish and Pacific Halibut Observer Program, which deploys observers and Electronic Monitoring systems into the fisheries to sample catch, a...

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