Lotic biodiversity and environmental predictors in US

Description

1) 10 regional datasets, each of which includes 5 sets of data in text format: 1) randomized full predictor dataset; 2) randomized reduced predictor dataset, 3) response variable - species richness; 4) standardized, randomized full dataset of predictors; 5) 4) standardized, randomized reduced dataset of predictors. 2) 4 lists of environmental variables: 1 list for each of caddisfly, mussel, and IL_Fish, and 1 for all other 7 datasets 3) R codes for grid search of hyperparameters and model performances based on validation Please contact the authors if you find any problems in the datasets or r-codes (yongcao@illinois.edu).

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