svd_entropy | R Documentation |
svd_entropy
measures the contribution of each feature in decreasing
the data entropy.
svd_entropy(sample, variables, cores = NULL)
sample |
tbl containing sample used to estimate parameters. |
variables |
character vector specifying observation variables. |
cores |
optional integer specifying number of CPU cores used for
parallel computing using |
data frame specifying the contribution of each feature in decreasing the data entropy. Higher values indicate more information.
sample <- tibble::tibble(
AreaShape_MinorAxisLength = c(10, 12, 15, 16, 8, 8, 7, 7, 13, 18),
AreaShape_MajorAxisLength = c(35, 18, 22, 16, 9, 20, 11, 15, 18, 42),
AreaShape_Area = c(245, 151, 231, 179, 50, 112, 53, 73, 164, 529)
)
variables <- c("AreaShape_MinorAxisLength", "AreaShape_MajorAxisLength", "AreaShape_Area")
svd_entropy(sample, variables, cores = 1)
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