fastshap
(version 0.1.0). The usage of the
functions remains unchanged.detect_envi_change
to use Shapley values
technique to analyze the potential impacts of changing environmental
variables in space.isotree_po
to take presence-absence
dataset as well (as described in issue #7). To make this happen
smoothly, another function format_observation
is created to
help the users to convert their data to fit into itsdm
workflow.print.VariableAnalysis
mentioned
in issue #2: if any value is negative then it would fail.plot.ShapDependence
when the number of records is larger
than 1000. In order to keep the overall trend, the sampling is
stratified by bins. So the points cloud can be clearer to
interpret..cont_boyce
) in utils.R
to reduce the pool of
dependencies.print.POEvaluation
.inherits
function to check “try-error” in dataset
functions.evaluate_po
,
plot.POEvaluation
, and print.POEvaluation
related to dependency ecospat 3.2.1
. Because now function
ecospat.boyce
supports Kendall method, itsdm
changed to use Kendall method to calculate CBI.isotree
to use more flexible way for argument
passing of isolation.forest
.sample_rate
from isotree_po
. Only use
sample_size
for sub-sampling.This is the first release. It includes all planned features.