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Applies the Java Maxent cloglog transform to grid predictions: $$cloglog = 1 - exp(-exp(H) \cdot raw)$$

Usage

maxent_project_cloglog(model, env_grids, feature_names)

Arguments

model

External pointer to a FeaturedSpace object.

env_grids

List of external pointers to Grid<float> objects.

feature_names

Character vector of environment variable names.

Value

External pointer to a Grid<float> with cloglog scores in [0, 1].

Details

where \(H\) is the model entropy and \(raw\) is the normalised probability. This matches the cloglog output of Java Maxent and dismo, and is the recommended output for reporting.