docs: fix typos and populate cspell dictionary (#162)

Fix three genuine typos in roxygen documentation:
- `ìters` -> `iters` (FSelectorBatchGeneticSearch)
- `inversed` -> `inverse` (EnsembleFSResult)
- `permutated` -> `permuted` (FSelectorBatchShadowVariableSearch)

Populate the shared cspell dictionary with legitimate package names,
jargon, author surnames, and abbreviations so cspell passes cleanly.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>

Author: be-marc

.cspell/project-words.txt

@@ -1,3 +1,99 @@
 # Project-specific words — commit and share with the team.
 # Add words here (or via "Add to project dictionary" in VS Code / Cursor).
+abeel
+Aittokallio
+autotest
+bbotk
+Bengio
+Bergstra
+Bernd
+bibentries
+bibtex
+Bischl
+borda
+cheatsheet
+cindex
+Classif
+clbk
+clbks
+clust
+Codomain
+CRAN
+datatable
+donttest
+eefsr
+efsr
+efsrs
+evals
 faggregate
+fselect
+fselector
+fselectors
+genalg
+guyon
+hedou
+Hepp
+Hyperparameters
+Insample
+jaccard
+lightswitch
+lockfiles
+logloss
+lrns
+López
+mathjax
+Mayr
+meinshausen
+mirai
+msrs
+nfeatures
+nocov
+nolint
+nonspam
+nrows
+omics
+ORCID
+paramtest
+pdata
+phash
+pkgdown
+pkgdowntemplate
+proba
+processx
+Pseudovariables
+rbga
+rdname
+redocument
+Regr
+renv
+resamplings
+RFECV
+Roundbracket
+rowwise
+roxygen
+Roxygenize
+rpart
+Rscript
+rsmp
+rsmps
+saeys
+Schratz
+seealso
+Squarebracket
+stabm
+stackoverflow
+Stefanski
+subsamples
+Subsampling
+subsetting
+testthat
+tgen
+tgens
+trafoed
+trms
+tsks
+twoclass
+uhash
+Uninstantiated
+yolobox
+Zobolas

R/EnsembleFSResult.R

@@ -460,7 +460,7 @@ EnsembleFSResult = R6Class(
     #' Two options are available for the Pareto front:
     #' - `"empirical"` (default): returns the empirical Pareto front.
     #' - `"estimated"`: the Pareto front points are estimated by fitting a linear model
-    #'   with the inversed of the number of features (\eqn{1/x}) as input
+    #'   with the inverse of the number of features (\eqn{1/x}) as input
     #'   and the associated performance scores as output.
     #'
     #'  This method is useful when the Pareto points are sparse and the front assumes a convex shape if better

R/FSelectorBatchGeneticSearch.R

@@ -12,8 +12,8 @@
 #' @section Control Parameters:
 #' For the meaning of the control parameters, see [genalg::rbga.bin()].
 #' [genalg::rbga.bin()] internally terminates after `iters` iteration.
-#' We set `ìters = 100000`  to allow the termination via our terminators.
-#' If more iterations are needed, set `ìters` to a higher value in the parameter set.
+#' We set `iters = 100000`  to allow the termination via our terminators.
+#' If more iterations are needed, set `iters` to a higher value in the parameter set.
 #'
 #' @family FSelector
 #' @export

R/FSelectorBatchShadowVariableSearch.R

@@ -5,7 +5,7 @@
 #'
 #' @description
 #' Feature selection using the Shadow Variable Search Algorithm.
-#' Shadow variable search creates for each feature a permutated copy and stops when one of them is selected.
+#' Shadow variable search creates for each feature a permuted copy and stops when one of them is selected.
 #'
 #' @details
 #' The feature selection terminates itself when the first shadow variable is selected.

inst/WORDLIST

@@ -41,6 +41,5 @@ getters
 iteratively
 mlr
 parallelize
-permutated
 saveRDS
 th