Random Forest Analysis to Identify Invasive Carp from the Upper Mississippi River, Iowa
datasetposted on 03.02.2020 by Carlos Camacho, Michael Weber, Clay Pierce
Datasets usually provide raw data for analysis. This raw data often comes in spreadsheet form, but can be any collection of data, on which analysis can be performed.
Data set and Random Forest R code used to predict fish egg identification based on morphological characteristics. This data and analysis was used in the following publication:
Camacho, C.A., C. J. Sullivan, M. J. Weber, and C. L. Pierce. 2019. Morphological Identification of Bighead Carp, Silver Carp, and Grass Carp Eggs Using Random Forests Machine Learning Classification. North American Journal of Fisheries Management 39: 1373 – 1384. DOI: https://doi.org/10.1002/nafm.10380