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add to docs about validation.bg option
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jamiemkass committed Jan 17, 2025
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#' 1. By default, validation AUC is calculated with respect to the full background (training + validation).
#' This approach follows Radosavljevic & Anderson (2014).This setting can be changed by assigning
#' other.settings$validation.bg to "partition", which will calculate AUC with respect
#' to the validation background only. The default value for other.settings$validation.bg is "full".
#' to the validation background only. The default value for other.settings$validation.bg is "full".
#' NOTE: When examining validation AUC and other discrimination metrics, the "full" option will likely
#' result in higher performance than for the "partition" option because more and varied background data
#' should lead to higher discriminatory power for the model. Users should thus make sure they are correctly
#' interpreting the evaluation results.
#'
#' 2. The continuous Boyce index (always) and AICc (when no raster is provided) are not calculated using
#' the predicted values of the SpatRaster delineating the full study extent, but instead using the predicted
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