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analyze: Add optimization
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5 changed files with 63 additions and 32 deletions
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@ -18,9 +18,8 @@ An object containing the results of the analysis with the following
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items:
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\describe{
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\item{\code{preset}}{The preset that was used.}
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\item{\code{results}}{A \link{data.table} with one row for each gene identified by
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it's ID (\code{gene} column). The additional columns contain the resulting
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scores per method and are named after the method IDs.}
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\item{\code{weights}}{The optimal weights for ranking the reference genes.}
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\item{\code{ranking}}{The optimal ranking created using the weights.}
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}
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}
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\description{
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@ -9,7 +9,8 @@ preset(
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"correlation_positions", "neural", "neural_positions", "proximity"),
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species_ids = NULL,
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gene_ids = NULL,
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reference_gene_ids = NULL
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reference_gene_ids = NULL,
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optimization_target = "mean_rank"
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)
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}
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\arguments{
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@ -20,6 +21,9 @@ preset(
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\item{gene_ids}{IDs of genes to screen.}
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\item{reference_gene_ids}{IDs of reference genes to compare to.}
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\item{optimization_target}{Parameter of the reference genes that the ranking
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should be optimized for.}
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}
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\value{
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The preset to use with \code{\link[=analyze]{analyze()}}.
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@ -47,4 +51,11 @@ telomere across species.
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position data.
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\item \code{proximity} Mean proximity to telomeres.
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}
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Available optimization targets are:
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\itemize{
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\item \code{mean} Mean rank of the reference genes.
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\item \code{max} First rank of the reference genes.
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\item \code{min} Last rank of the reference genes.
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}
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}
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