diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 000000000..c72441dc5 Binary files /dev/null and b/.DS_Store differ diff --git a/DESCRIPTION b/DESCRIPTION index ebd01913c..346dddc49 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -101,7 +101,8 @@ Suggests: future, htmlwidgets, ranger, - themis + themis, + splines ByteCompile: true Encoding: UTF-8 Config/testthat/edition: 3 @@ -129,6 +130,7 @@ Collate: 'PipeOpTaskPreproc.R' 'PipeOpADAS.R' 'PipeOpBLSmote.R' + 'PipeOpBasisSplines.R' 'PipeOpBoxCox.R' 'PipeOpBranch.R' 'PipeOpChunk.R' diff --git a/NAMESPACE b/NAMESPACE index 1a2ae274e..73091720f 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -99,6 +99,7 @@ export(NO_OP) export(PipeOp) export(PipeOpADAS) export(PipeOpBLSmote) +export(PipeOpBasisSplines) export(PipeOpBoxCox) export(PipeOpBranch) export(PipeOpChunk) diff --git a/R/PipeOpBasisSplines.R b/R/PipeOpBasisSplines.R new file mode 100644 index 000000000..61276f7e8 --- /dev/null +++ b/R/PipeOpBasisSplines.R @@ -0,0 +1,173 @@ +#' @title Transforms Columns using Splines Methods by Constructing a Model Matrix +#' +#' @usage NULL +#' @name mlr_pipeops_basissplines +#' @format [`R6Class`][R6::R6Class] object inheriting from [`PipeOpTaskPreprocSimple`]/[`PipeOpTaskPreproc`]/[`PipeOp`]. +#' +#' @description +#' Transforms Columns using Splines Methods by Constructing a Model Matrix. +#' +#' @section Construction: +#' ``` +#' po("basissplines", param_vals = list()) +#' ``` +#' +#' * `id` :: `character(1)`\cr +#' Identifier of resulting object, default `"basissplines"`. +#' * `param_vals` :: named `list`\cr +#' List of hyperparameter settings, overwriting the hyperparameter settings that would otherwise be set during construction. Default `list()`. +#' +#' @section Input and Output Channels: +#' Input and output channels are inherited from [`PipeOpTaskPreproc`]. +#' +#' The output is the input [`Task`][mlr3::Task] with the selected columns transformed according to the specified Splines Method. +#' +#' @section State: +#' The `$state` is a named `list` with the `$state` elements inherited from [`PipeOpTaskPreproc`]. +#' +#' @section Parameters: +#' The parameters are the parameters inherited from [`PipeOpTaskPreproc`], as well as: +#' * `factor` :: `character(1)` \cr +#' "Polynomial" when polynomial splines are applied [`splines::bs`] or +#' "Cubic" when natural cubic splines are applied [`splines::bs`]. +#' Default is "polynomial". +#' * `df` :: `integer(1)` \cr +#' Number of degrees of freedom for calculation of splines basis matrix. +#' Default is NULL. +#' +#' @section Internals: +#' For creating the Splines uses the [`splines::bs`]/[`splines::ns`] function. +#' Uses the [`stats::model.matrix()`] function. +#' +#' @section Fields: +#' Only fields inherited from [`PipeOp`]. +#' +#' @section Methods: +#' Only methods inherited from [`PipeOpTaskPreprocSimple`]/[`PipeOpTaskPreproc`]/[`PipeOp`]. +#' +#' @examples +#' library("mlr3") +#' +#' task = tsk("iris") +#' pop = po("basissplines") +#' +#' pop$train(list(task))[[1]]$data() +#' +#' pop$state +#' @family PipeOps +#' @template seealso_pipeopslist +#' @include PipeOpTaskPreproc.R +#' @export + +PipeOpBasisSplines = R6Class("PipeOpBasisSplines", + inherit = PipeOpTaskPreprocSimple, + public = list( + initialize = function(id = "basissplines", param_vals = list()) { + ps = ps( + factor = p_fct(levels = c("polynomial", "cubic"), init = "polynomial", tags = c("train", "basissplines", "required")), + df = p_int(lower = 1, upper = Inf, special_vals = list(NULL), init = NULL, tags = c("train", "basissplines")), + degree = p_int(lower = 1, upper = Inf, depends = factor == "polynomial", tags = c("train", "basissplines")) + ) + super$initialize(id = id, param_set = ps, param_vals = param_vals) + } + ), + private = list( + .transform_dt = function(dt, levels) { + #browser() + pv = self$param_set$get_values(tags = "basissplines") + single_string = mlr3misc::invoke(.f = paste0, .args = list(if (pv$factor == "polynomial") "splines::bs(dt[[" else "splines::ns(dt[[", seq_along(dt), "]]", if (!is.null(pv$df)) " , df = ", pv$df, if (!is.null(pv$degree)) ", degree = ", pv$degree, ")")) + string = paste(" ~ ", paste(single_string, collapse = " + ")) + result = as.data.frame(stats::model.matrix(formula(string), data = dt)) + max_df = as.numeric(max(regmatches(colnames(result), regexpr("[0-9]+$", colnames(result))))) + k = 1 + for (j in colnames(dt)) { + for (i in seq_len(max_df)) { + colnames(result)[k + 1] = paste0("splines.", j, ".", tail(strsplit(colnames(result)[[k + 1]], "")[[1]], 1)) + k = k + 1 + } + } + result + } + ) +) + +mlr_pipeops$add("basissplines", PipeOpBasisSplines) + +# po = po("basissplines") +# po_result = po$train(list(tsk("iris")))[[1]]$data() + +# po_result_calc = stats::model.matrix(Species ~ splines::bs(Sepal.Length) + splines::bs(Sepal.Width) + splines::bs(Petal.Length) + splines::bs(Petal.Width), data = iris) + +# podf3 = po("basissplines", df = 3) +# podf3_result = podf3$train(list(tsk("iris")))[[1]]$data() +# podf3_result_calc = stats::model.matrix(Species ~ splines::bs(Sepal.Length, df = 3) + splines::bs(Sepal.Width, df = 3) + splines::bs(Petal.Length, df = 3) + splines::bs(Petal.Width, df = 3), data = iris) + +# podf4 = po("basissplines", df = 4) +# podf4_result = podf4$train(list(tsk("iris")))[[1]]$data() +# podf4_result_calc = stats::model.matrix(Species ~ splines::bs(Sepal.Length, df = 4) + splines::bs(Sepal.Width, df = 4) + splines::bs(Petal.Length, df = 4) + splines::bs(Petal.Width, df = 4), data = iris) + +# podf7 = po("basissplines", df = 7) +# podf7_result = podf7$train(list(tsk("iris")))[[1]]$data() +# podf7_result_calc = stats::model.matrix(Species ~ splines::bs(Sepal.Length, df = 7) + splines::bs(Sepal.Width, df = 7) + splines::bs(Petal.Length, df = 7) + splines::bs(Petal.Width, df = 7), data = iris) + +# podeg3df2 = po("basissplines", degree = 3, df = 2) +# podeg3df2_result = podeg3df2$train(list(tsk("iris")))[[1]]$data() +# podeg3df2_result_calc = stats::model.matrix(Species ~ splines::bs(Sepal.Length, degree = 3, df = 2) + splines::bs(Sepal.Width, degree = 3, df = 2) + splines::bs(Petal.Length, degree = 3, df = 2) + splines::bs(Petal.Width, degree = 3, df = 2), data = iris) + + +# podeg5df8 = po("basissplines", degree = 5, df = 8) +# podeg5df8_result = podeg5df8$train(list(tsk("iris")))[[1]]$data() +# podeg5df8_result_calc = stats::model.matrix(Species ~ splines::bs(Sepal.Length, degree = 5, df = 8) + splines::bs(Sepal.Width, degree = 5, df = 8) + splines::bs(Petal.Length, degree = 5, df = 8) + splines::bs(Petal.Width, degree = 5, df = 8), data = iris) + +# pons = po("basissplines", factor = "cubic") +# pons_result = pons$train(list(tsk("iris")))[[1]]$data() +# pons_result_calc = stats::model.matrix(Species ~ splines::ns(Sepal.Length) + splines::ns(Sepal.Width) + splines::ns(Petal.Length) + splines::ns(Petal.Width), data = iris) + +# pons_error = po("basissplines", factor = "cubic", df = 3, degree = 4) + +# ponsdf5 = po("basissplines", factor = "cubic", df = 5) +# ponsdf5_result = ponsdf5$train(list(tsk("iris")))[[1]]$data() +# ponsdf5_result_calc = stats::model.matrix(Species ~ splines::ns(Sepal.Length, df = 5) + splines::ns(Sepal.Width, df = 5) + splines::ns(Petal.Length, df = 5) + splines::ns(Petal.Width, df = 5), data = iris) + + + + +# selecting columns +# sel_cyl = selector_grep("cyl|disp|am") +# pos = po("basissplines", affect_columns = sel_cyl) +# pos$train(list(tsk("mtcars")))[[1]]$data() + +# pop = po("basissplines", df = 5) +# pop$train(list(tsk("mtcars")))[[1]]$data() + +# poc = po("basissplines", df = 4, factor = "cubic") +# poc$train(list(tsk("mtcars")))[[1]]$data() + +# df als hyperparameterf +# das ziel ist es dass wir diese model.matrix für alle features kriegen +# original features behalten dann feature_union ==> egaluser verantwortung + + +#splines.cyl.1 + +# task = tsk("mtcars") + +# list(task)[[1]]$data() +# pop = po("modelmatrix", formula = ~ splines::ns(task$data()$cyl, 2) + splines::ns(task$data()$hp, 2) + +# splines::ns(task$data()$disp, 2) + splines::ns(task$data()$drat, 2) + splines::ns(task$data()$wt, 2) + +# splines::ns(task$data()$qsec, 2) + splines::ns(task$data()$vs, 2) + splines::ns(task$data()$am, 2) + +# splines::ns(task$data()$gear, 2) + splines::ns(task$data()$carb, 2)) +# pop$train(list(task))[[1]]$data() + +# pob = po("modelmatrix", formula = ~ splines::bs(task$data()$cyl, 2) + splines::bs(task$data()$hp, 2) + +# splines::bs(task$data()$disp, 2) + splines::bs(task$data()$drat, 2) + splines::bs(task$data()$wt, 2) + +# splines::bs(task$data()$qsec, 2) + splines::bs(task$data()$vs, 2) + splines::bs(task$data()$am, 2) + +# splines::bs(task$data()$gear, 2) + splines::bs(task$data()$carb, 2)) + +# pob$train(list(task))[[1]]$data() + + +# fit <- lm(mpg ~ splines::ns(cyl, df = 2) + splines::ns(hp, df = 2), data = mtcars) +# model.matrix(fit) # this is what we want to get as a result from PipeOpSplineBasis + +# as.data.frame(stats::model.matrix(mpg ~ splines::ns(cyl, 2) + splines::ns(task$data()$hp, 2), data = mtcars)) diff --git a/man/PipeOp.Rd b/man/PipeOp.Rd index f5921c3a0..30ead24b3 100644 --- a/man/PipeOp.Rd +++ b/man/PipeOp.Rd @@ -286,6 +286,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/PipeOpEncodePL.Rd b/man/PipeOpEncodePL.Rd index 4407d32a0..d2192657a 100644 --- a/man/PipeOpEncodePL.Rd +++ b/man/PipeOpEncodePL.Rd @@ -110,6 +110,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/PipeOpEnsemble.Rd b/man/PipeOpEnsemble.Rd index 415859086..8649e8ec6 100644 --- a/man/PipeOpEnsemble.Rd +++ b/man/PipeOpEnsemble.Rd @@ -107,6 +107,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/PipeOpImpute.Rd b/man/PipeOpImpute.Rd index b8a2aa73f..fe397c494 100644 --- a/man/PipeOpImpute.Rd +++ b/man/PipeOpImpute.Rd @@ -173,6 +173,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/PipeOpTargetTrafo.Rd b/man/PipeOpTargetTrafo.Rd index 99d957a39..73b30fa8a 100644 --- a/man/PipeOpTargetTrafo.Rd +++ b/man/PipeOpTargetTrafo.Rd @@ -146,6 +146,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/PipeOpTaskPreproc.Rd b/man/PipeOpTaskPreproc.Rd index 75afdab08..a31f62dc1 100644 --- a/man/PipeOpTaskPreproc.Rd +++ b/man/PipeOpTaskPreproc.Rd @@ -203,6 +203,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/PipeOpTaskPreprocSimple.Rd b/man/PipeOpTaskPreprocSimple.Rd index 9463f488d..91eb94dc1 100644 --- a/man/PipeOpTaskPreprocSimple.Rd +++ b/man/PipeOpTaskPreprocSimple.Rd @@ -146,6 +146,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreproc}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops.Rd b/man/mlr_pipeops.Rd index c41449bbe..ef26a86dd 100644 --- a/man/mlr_pipeops.Rd +++ b/man/mlr_pipeops.Rd @@ -98,6 +98,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreproc}}, \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_adas.Rd b/man/mlr_pipeops_adas.Rd index 33a094003..27c549407 100644 --- a/man/mlr_pipeops_adas.Rd +++ b/man/mlr_pipeops_adas.Rd @@ -107,6 +107,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreproc}}, \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_basissplines.Rd b/man/mlr_pipeops_basissplines.Rd new file mode 100644 index 000000000..efa562fb6 --- /dev/null +++ b/man/mlr_pipeops_basissplines.Rd @@ -0,0 +1,166 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/PipeOpBasisSplines.R +\name{mlr_pipeops_basissplines} +\alias{mlr_pipeops_basissplines} +\alias{PipeOpBasisSplines} +\title{Transforms Columns using Splines Methods by Constructing a Model Matrix} +\format{ +\code{\link[R6:R6Class]{R6Class}} object inheriting from \code{\link{PipeOpTaskPreprocSimple}}/\code{\link{PipeOpTaskPreproc}}/\code{\link{PipeOp}}. +} +\description{ +Transforms Columns using Splines Methods by Constructing a Model Matrix. +} +\section{Construction}{ + + +\if{html}{\out{
}}\preformatted{po("basissplines", param_vals = list()) +}\if{html}{\out{
}} +\itemize{ +\item \code{id} :: \code{character(1)}\cr +Identifier of resulting object, default \code{"basissplines"}. +\item \code{param_vals} :: named \code{list}\cr +List of hyperparameter settings, overwriting the hyperparameter settings that would otherwise be set during construction. Default \code{list()}. +} +} + +\section{Input and Output Channels}{ + +Input and output channels are inherited from \code{\link{PipeOpTaskPreproc}}. + +The output is the input \code{\link[mlr3:Task]{Task}} with the selected columns transformed according to the specified Splines Method. +} + +\section{State}{ + +The \verb{$state} is a named \code{list} with the \verb{$state} elements inherited from \code{\link{PipeOpTaskPreproc}}. +} + +\section{Parameters}{ + +The parameters are the parameters inherited from \code{\link{PipeOpTaskPreproc}}, as well as: +\itemize{ +\item \code{hp} :: \code{character(1)} \cr +"Polynomial" when polynomial splines are applied \code{\link[splines:bs]{splines::bs}} or +"Cubic" when natural cubic splines are applied \code{\link[splines:bs]{splines::bs}}. +Default is "polynomial". +\item \code{df} :: \code{integer(1)} \cr +Number of degrees of freedom for calculation of splines basis matrix. +Default is NULL. +} +} + +\section{Internals}{ + +For creating the Splines uses the \code{\link[splines:bs]{splines::bs}}/\code{\link[splines:ns]{splines::ns}} function. +Uses the \code{\link[stats:model.matrix]{stats::model.matrix()}} function. +} + +\section{Fields}{ + +Only fields inherited from \code{\link{PipeOp}}. +} + +\section{Methods}{ + +Only methods inherited from \code{\link{PipeOpTaskPreprocSimple}}/\code{\link{PipeOpTaskPreproc}}/\code{\link{PipeOp}}. +} + +\examples{ +library("mlr3") + +task = tsk("iris") +pop = po("basissplines") + +pop$train(list(task))[[1]]$data() + +pop$state +} +\seealso{ +https://mlr-org.com/pipeops.html + +Other PipeOps: +\code{\link{PipeOp}}, +\code{\link{PipeOpEncodePL}}, +\code{\link{PipeOpEnsemble}}, +\code{\link{PipeOpImpute}}, +\code{\link{PipeOpTargetTrafo}}, +\code{\link{PipeOpTaskPreproc}}, +\code{\link{PipeOpTaskPreprocSimple}}, +\code{\link{mlr_pipeops}}, +\code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_blsmote}}, +\code{\link{mlr_pipeops_boxcox}}, +\code{\link{mlr_pipeops_branch}}, +\code{\link{mlr_pipeops_chunk}}, +\code{\link{mlr_pipeops_classbalancing}}, +\code{\link{mlr_pipeops_classifavg}}, +\code{\link{mlr_pipeops_classweights}}, +\code{\link{mlr_pipeops_colapply}}, +\code{\link{mlr_pipeops_collapsefactors}}, +\code{\link{mlr_pipeops_colroles}}, +\code{\link{mlr_pipeops_copy}}, +\code{\link{mlr_pipeops_datefeatures}}, +\code{\link{mlr_pipeops_decode}}, +\code{\link{mlr_pipeops_encode}}, +\code{\link{mlr_pipeops_encodeimpact}}, +\code{\link{mlr_pipeops_encodelmer}}, +\code{\link{mlr_pipeops_encodeplquantiles}}, +\code{\link{mlr_pipeops_encodepltree}}, +\code{\link{mlr_pipeops_featureunion}}, +\code{\link{mlr_pipeops_filter}}, +\code{\link{mlr_pipeops_fixfactors}}, +\code{\link{mlr_pipeops_histbin}}, +\code{\link{mlr_pipeops_ica}}, +\code{\link{mlr_pipeops_imputeconstant}}, +\code{\link{mlr_pipeops_imputehist}}, +\code{\link{mlr_pipeops_imputelearner}}, +\code{\link{mlr_pipeops_imputemean}}, +\code{\link{mlr_pipeops_imputemedian}}, +\code{\link{mlr_pipeops_imputemode}}, +\code{\link{mlr_pipeops_imputeoor}}, +\code{\link{mlr_pipeops_imputesample}}, +\code{\link{mlr_pipeops_kernelpca}}, +\code{\link{mlr_pipeops_learner}}, +\code{\link{mlr_pipeops_learner_pi_cvplus}}, +\code{\link{mlr_pipeops_learner_quantiles}}, +\code{\link{mlr_pipeops_missind}}, +\code{\link{mlr_pipeops_modelmatrix}}, +\code{\link{mlr_pipeops_multiplicityexply}}, +\code{\link{mlr_pipeops_multiplicityimply}}, +\code{\link{mlr_pipeops_mutate}}, +\code{\link{mlr_pipeops_nearmiss}}, +\code{\link{mlr_pipeops_nmf}}, +\code{\link{mlr_pipeops_nop}}, +\code{\link{mlr_pipeops_ovrsplit}}, +\code{\link{mlr_pipeops_ovrunite}}, +\code{\link{mlr_pipeops_pca}}, +\code{\link{mlr_pipeops_proxy}}, +\code{\link{mlr_pipeops_quantilebin}}, +\code{\link{mlr_pipeops_randomprojection}}, +\code{\link{mlr_pipeops_randomresponse}}, +\code{\link{mlr_pipeops_regravg}}, +\code{\link{mlr_pipeops_removeconstants}}, +\code{\link{mlr_pipeops_renamecolumns}}, +\code{\link{mlr_pipeops_replicate}}, +\code{\link{mlr_pipeops_rowapply}}, +\code{\link{mlr_pipeops_scale}}, +\code{\link{mlr_pipeops_scalemaxabs}}, +\code{\link{mlr_pipeops_scalerange}}, +\code{\link{mlr_pipeops_select}}, +\code{\link{mlr_pipeops_smote}}, +\code{\link{mlr_pipeops_smotenc}}, +\code{\link{mlr_pipeops_spatialsign}}, +\code{\link{mlr_pipeops_subsample}}, +\code{\link{mlr_pipeops_targetinvert}}, +\code{\link{mlr_pipeops_targetmutate}}, +\code{\link{mlr_pipeops_targettrafoscalerange}}, +\code{\link{mlr_pipeops_textvectorizer}}, +\code{\link{mlr_pipeops_threshold}}, +\code{\link{mlr_pipeops_tomek}}, +\code{\link{mlr_pipeops_tunethreshold}}, +\code{\link{mlr_pipeops_unbranch}}, +\code{\link{mlr_pipeops_updatetarget}}, +\code{\link{mlr_pipeops_vtreat}}, +\code{\link{mlr_pipeops_yeojohnson}} +} +\concept{PipeOps} diff --git a/man/mlr_pipeops_blsmote.Rd b/man/mlr_pipeops_blsmote.Rd index 08c6b0d8d..59ff3b9f0 100644 --- a/man/mlr_pipeops_blsmote.Rd +++ b/man/mlr_pipeops_blsmote.Rd @@ -113,6 +113,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, \code{\link{mlr_pipeops_chunk}}, diff --git a/man/mlr_pipeops_boxcox.Rd b/man/mlr_pipeops_boxcox.Rd index 1b672f56c..cf498a7d7 100644 --- a/man/mlr_pipeops_boxcox.Rd +++ b/man/mlr_pipeops_boxcox.Rd @@ -97,6 +97,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_branch}}, \code{\link{mlr_pipeops_chunk}}, diff --git a/man/mlr_pipeops_branch.Rd b/man/mlr_pipeops_branch.Rd index db449402b..bbc3e3fa8 100644 --- a/man/mlr_pipeops_branch.Rd +++ b/man/mlr_pipeops_branch.Rd @@ -110,6 +110,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_chunk}}, diff --git a/man/mlr_pipeops_chunk.Rd b/man/mlr_pipeops_chunk.Rd index c82b399bf..378bab125 100644 --- a/man/mlr_pipeops_chunk.Rd +++ b/man/mlr_pipeops_chunk.Rd @@ -89,6 +89,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_classbalancing.Rd b/man/mlr_pipeops_classbalancing.Rd index fd95b8cdc..9a3aaa6d7 100644 --- a/man/mlr_pipeops_classbalancing.Rd +++ b/man/mlr_pipeops_classbalancing.Rd @@ -131,6 +131,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_classifavg.Rd b/man/mlr_pipeops_classifavg.Rd index beb232e55..84a146c11 100644 --- a/man/mlr_pipeops_classifavg.Rd +++ b/man/mlr_pipeops_classifavg.Rd @@ -104,6 +104,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_classweights.Rd b/man/mlr_pipeops_classweights.Rd index 678b0c4fa..e90ea90c1 100644 --- a/man/mlr_pipeops_classweights.Rd +++ b/man/mlr_pipeops_classweights.Rd @@ -109,6 +109,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_colapply.Rd b/man/mlr_pipeops_colapply.Rd index 11b1280c4..743f9cc25 100644 --- a/man/mlr_pipeops_colapply.Rd +++ b/man/mlr_pipeops_colapply.Rd @@ -119,6 +119,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_collapsefactors.Rd b/man/mlr_pipeops_collapsefactors.Rd index 60044c35b..4a938e933 100644 --- a/man/mlr_pipeops_collapsefactors.Rd +++ b/man/mlr_pipeops_collapsefactors.Rd @@ -122,6 +122,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_colroles.Rd b/man/mlr_pipeops_colroles.Rd index 6fe93c31a..a377755bc 100644 --- a/man/mlr_pipeops_colroles.Rd +++ b/man/mlr_pipeops_colroles.Rd @@ -100,6 +100,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_copy.Rd b/man/mlr_pipeops_copy.Rd index be1a51822..d1ddf06c4 100644 --- a/man/mlr_pipeops_copy.Rd +++ b/man/mlr_pipeops_copy.Rd @@ -105,6 +105,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_datefeatures.Rd b/man/mlr_pipeops_datefeatures.Rd index 8fd0d42f8..4a5ba2efb 100644 --- a/man/mlr_pipeops_datefeatures.Rd +++ b/man/mlr_pipeops_datefeatures.Rd @@ -128,6 +128,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_decode.Rd b/man/mlr_pipeops_decode.Rd index 76b08510b..2b9026f42 100644 --- a/man/mlr_pipeops_decode.Rd +++ b/man/mlr_pipeops_decode.Rd @@ -165,6 +165,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_encode.Rd b/man/mlr_pipeops_encode.Rd index bc286e459..68a488fd3 100644 --- a/man/mlr_pipeops_encode.Rd +++ b/man/mlr_pipeops_encode.Rd @@ -126,6 +126,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_encodeimpact.Rd b/man/mlr_pipeops_encodeimpact.Rd index 33776ca10..c0b9204d2 100644 --- a/man/mlr_pipeops_encodeimpact.Rd +++ b/man/mlr_pipeops_encodeimpact.Rd @@ -110,6 +110,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_encodelmer.Rd b/man/mlr_pipeops_encodelmer.Rd index 33cb75759..35031c4b6 100644 --- a/man/mlr_pipeops_encodelmer.Rd +++ b/man/mlr_pipeops_encodelmer.Rd @@ -122,6 +122,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_encodeplquantiles.Rd b/man/mlr_pipeops_encodeplquantiles.Rd index 700611995..1b13e3e9f 100644 --- a/man/mlr_pipeops_encodeplquantiles.Rd +++ b/man/mlr_pipeops_encodeplquantiles.Rd @@ -115,6 +115,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_encodepltree.Rd b/man/mlr_pipeops_encodepltree.Rd index 2053eb2b5..692a421d9 100644 --- a/man/mlr_pipeops_encodepltree.Rd +++ b/man/mlr_pipeops_encodepltree.Rd @@ -130,6 +130,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_featureunion.Rd b/man/mlr_pipeops_featureunion.Rd index de03f667a..39cab3958 100644 --- a/man/mlr_pipeops_featureunion.Rd +++ b/man/mlr_pipeops_featureunion.Rd @@ -123,6 +123,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_filter.Rd b/man/mlr_pipeops_filter.Rd index 308e66011..1aa6d0aa1 100644 --- a/man/mlr_pipeops_filter.Rd +++ b/man/mlr_pipeops_filter.Rd @@ -152,6 +152,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_fixfactors.Rd b/man/mlr_pipeops_fixfactors.Rd index 2eba59b67..02facdfc0 100644 --- a/man/mlr_pipeops_fixfactors.Rd +++ b/man/mlr_pipeops_fixfactors.Rd @@ -83,6 +83,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_histbin.Rd b/man/mlr_pipeops_histbin.Rd index 3baeeb225..0f7ef008e 100644 --- a/man/mlr_pipeops_histbin.Rd +++ b/man/mlr_pipeops_histbin.Rd @@ -95,6 +95,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_ica.Rd b/man/mlr_pipeops_ica.Rd index 6de1101d2..a17d6f9cb 100644 --- a/man/mlr_pipeops_ica.Rd +++ b/man/mlr_pipeops_ica.Rd @@ -123,6 +123,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputeconstant.Rd b/man/mlr_pipeops_imputeconstant.Rd index c2d42877b..b5f5abe34 100644 --- a/man/mlr_pipeops_imputeconstant.Rd +++ b/man/mlr_pipeops_imputeconstant.Rd @@ -103,6 +103,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputehist.Rd b/man/mlr_pipeops_imputehist.Rd index a53263e3e..0a7322fb0 100644 --- a/man/mlr_pipeops_imputehist.Rd +++ b/man/mlr_pipeops_imputehist.Rd @@ -89,6 +89,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputelearner.Rd b/man/mlr_pipeops_imputelearner.Rd index fb7c920a9..cbac8cc25 100644 --- a/man/mlr_pipeops_imputelearner.Rd +++ b/man/mlr_pipeops_imputelearner.Rd @@ -128,6 +128,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputemean.Rd b/man/mlr_pipeops_imputemean.Rd index a4b33fa0f..194b60ef9 100644 --- a/man/mlr_pipeops_imputemean.Rd +++ b/man/mlr_pipeops_imputemean.Rd @@ -82,6 +82,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputemedian.Rd b/man/mlr_pipeops_imputemedian.Rd index 8655e1ecc..9403aa358 100644 --- a/man/mlr_pipeops_imputemedian.Rd +++ b/man/mlr_pipeops_imputemedian.Rd @@ -82,6 +82,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputemode.Rd b/man/mlr_pipeops_imputemode.Rd index b35b83b13..424f825c1 100644 --- a/man/mlr_pipeops_imputemode.Rd +++ b/man/mlr_pipeops_imputemode.Rd @@ -89,6 +89,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputeoor.Rd b/man/mlr_pipeops_imputeoor.Rd index 187c23acf..0708c63b5 100644 --- a/man/mlr_pipeops_imputeoor.Rd +++ b/man/mlr_pipeops_imputeoor.Rd @@ -140,6 +140,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_imputesample.Rd b/man/mlr_pipeops_imputesample.Rd index e80476851..aba68ced6 100644 --- a/man/mlr_pipeops_imputesample.Rd +++ b/man/mlr_pipeops_imputesample.Rd @@ -84,6 +84,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_kernelpca.Rd b/man/mlr_pipeops_kernelpca.Rd index b18f5806f..2bd269135 100644 --- a/man/mlr_pipeops_kernelpca.Rd +++ b/man/mlr_pipeops_kernelpca.Rd @@ -98,6 +98,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_learner.Rd b/man/mlr_pipeops_learner.Rd index aab63683b..bf06c1bbc 100644 --- a/man/mlr_pipeops_learner.Rd +++ b/man/mlr_pipeops_learner.Rd @@ -124,6 +124,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_learner_pi_cvplus.Rd b/man/mlr_pipeops_learner_pi_cvplus.Rd index 188718a80..b5482745c 100644 --- a/man/mlr_pipeops_learner_pi_cvplus.Rd +++ b/man/mlr_pipeops_learner_pi_cvplus.Rd @@ -130,6 +130,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_learner_quantiles.Rd b/man/mlr_pipeops_learner_quantiles.Rd index 88244f271..71ff083b5 100644 --- a/man/mlr_pipeops_learner_quantiles.Rd +++ b/man/mlr_pipeops_learner_quantiles.Rd @@ -115,6 +115,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_missind.Rd b/man/mlr_pipeops_missind.Rd index 578044460..0bd90bb70 100644 --- a/man/mlr_pipeops_missind.Rd +++ b/man/mlr_pipeops_missind.Rd @@ -107,6 +107,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_modelmatrix.Rd b/man/mlr_pipeops_modelmatrix.Rd index f13f6f6e0..4c32ddde3 100644 --- a/man/mlr_pipeops_modelmatrix.Rd +++ b/man/mlr_pipeops_modelmatrix.Rd @@ -88,6 +88,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_multiplicityexply.Rd b/man/mlr_pipeops_multiplicityexply.Rd index 66f591560..7b838c7ce 100644 --- a/man/mlr_pipeops_multiplicityexply.Rd +++ b/man/mlr_pipeops_multiplicityexply.Rd @@ -89,6 +89,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_multiplicityimply.Rd b/man/mlr_pipeops_multiplicityimply.Rd index 2ac6cce80..045e08044 100644 --- a/man/mlr_pipeops_multiplicityimply.Rd +++ b/man/mlr_pipeops_multiplicityimply.Rd @@ -95,6 +95,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_mutate.Rd b/man/mlr_pipeops_mutate.Rd index 8adb36b74..dde4de93e 100644 --- a/man/mlr_pipeops_mutate.Rd +++ b/man/mlr_pipeops_mutate.Rd @@ -100,6 +100,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_nearmiss.Rd b/man/mlr_pipeops_nearmiss.Rd index 8d4898a66..4529a54ef 100644 --- a/man/mlr_pipeops_nearmiss.Rd +++ b/man/mlr_pipeops_nearmiss.Rd @@ -102,6 +102,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_nmf.Rd b/man/mlr_pipeops_nmf.Rd index c7b29b64c..ce48671fa 100644 --- a/man/mlr_pipeops_nmf.Rd +++ b/man/mlr_pipeops_nmf.Rd @@ -140,6 +140,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_nop.Rd b/man/mlr_pipeops_nop.Rd index 7526ba53d..546122264 100644 --- a/man/mlr_pipeops_nop.Rd +++ b/man/mlr_pipeops_nop.Rd @@ -85,6 +85,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_ovrsplit.Rd b/man/mlr_pipeops_ovrsplit.Rd index 062e086f8..59a91b883 100644 --- a/man/mlr_pipeops_ovrsplit.Rd +++ b/man/mlr_pipeops_ovrsplit.Rd @@ -102,6 +102,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_ovrunite.Rd b/man/mlr_pipeops_ovrunite.Rd index 3ce033902..965a13c31 100644 --- a/man/mlr_pipeops_ovrunite.Rd +++ b/man/mlr_pipeops_ovrunite.Rd @@ -97,6 +97,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_pca.Rd b/man/mlr_pipeops_pca.Rd index df34f6be2..04e4004ea 100644 --- a/man/mlr_pipeops_pca.Rd +++ b/man/mlr_pipeops_pca.Rd @@ -3,12 +3,12 @@ \name{mlr_pipeops_pca} \alias{mlr_pipeops_pca} \alias{PipeOpPCA} -\title{Principle Component Analysis} +\title{Principal Component Analysis} \format{ \code{\link[R6:R6Class]{R6Class}} object inheriting from \code{\link{PipeOpTaskPreproc}}/\code{\link{PipeOp}}. } \description{ -Extracts principle components from data. Only affects numerical features. +Extracts principal components from data. Only affects numerical features. See \code{\link[stats:prcomp]{stats::prcomp()}} for details. } \section{Construction}{ @@ -99,6 +99,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_proxy.Rd b/man/mlr_pipeops_proxy.Rd index d1b92cf65..66f40eeb9 100644 --- a/man/mlr_pipeops_proxy.Rd +++ b/man/mlr_pipeops_proxy.Rd @@ -107,6 +107,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_quantilebin.Rd b/man/mlr_pipeops_quantilebin.Rd index 3570d0503..ba3b5b9fd 100644 --- a/man/mlr_pipeops_quantilebin.Rd +++ b/man/mlr_pipeops_quantilebin.Rd @@ -87,6 +87,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_randomprojection.Rd b/man/mlr_pipeops_randomprojection.Rd index 486c91d5f..fd941ea28 100644 --- a/man/mlr_pipeops_randomprojection.Rd +++ b/man/mlr_pipeops_randomprojection.Rd @@ -99,6 +99,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_randomresponse.Rd b/man/mlr_pipeops_randomresponse.Rd index e3331d268..031a48273 100644 --- a/man/mlr_pipeops_randomresponse.Rd +++ b/man/mlr_pipeops_randomresponse.Rd @@ -111,6 +111,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_regravg.Rd b/man/mlr_pipeops_regravg.Rd index 76fac8eb0..90f7e2426 100644 --- a/man/mlr_pipeops_regravg.Rd +++ b/man/mlr_pipeops_regravg.Rd @@ -97,6 +97,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_removeconstants.Rd b/man/mlr_pipeops_removeconstants.Rd index 3da03d8ce..cb1aa976a 100644 --- a/man/mlr_pipeops_removeconstants.Rd +++ b/man/mlr_pipeops_removeconstants.Rd @@ -87,6 +87,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_renamecolumns.Rd b/man/mlr_pipeops_renamecolumns.Rd index 131433937..6d39fb21f 100644 --- a/man/mlr_pipeops_renamecolumns.Rd +++ b/man/mlr_pipeops_renamecolumns.Rd @@ -86,6 +86,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_replicate.Rd b/man/mlr_pipeops_replicate.Rd index 9d015566d..f95c23b26 100644 --- a/man/mlr_pipeops_replicate.Rd +++ b/man/mlr_pipeops_replicate.Rd @@ -79,6 +79,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_rowapply.Rd b/man/mlr_pipeops_rowapply.Rd index 62226792b..bece84fb3 100644 --- a/man/mlr_pipeops_rowapply.Rd +++ b/man/mlr_pipeops_rowapply.Rd @@ -85,6 +85,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_scale.Rd b/man/mlr_pipeops_scale.Rd index 3bf30b521..41c215e90 100644 --- a/man/mlr_pipeops_scale.Rd +++ b/man/mlr_pipeops_scale.Rd @@ -106,6 +106,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_scalemaxabs.Rd b/man/mlr_pipeops_scalemaxabs.Rd index 011f75107..5ca59d727 100644 --- a/man/mlr_pipeops_scalemaxabs.Rd +++ b/man/mlr_pipeops_scalemaxabs.Rd @@ -76,6 +76,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_scalerange.Rd b/man/mlr_pipeops_scalerange.Rd index 48af7d223..8e02086c4 100644 --- a/man/mlr_pipeops_scalerange.Rd +++ b/man/mlr_pipeops_scalerange.Rd @@ -86,6 +86,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_select.Rd b/man/mlr_pipeops_select.Rd index 7d678830b..5352b4fcb 100644 --- a/man/mlr_pipeops_select.Rd +++ b/man/mlr_pipeops_select.Rd @@ -98,6 +98,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_smote.Rd b/man/mlr_pipeops_smote.Rd index 0bfd310db..60d7829c2 100644 --- a/man/mlr_pipeops_smote.Rd +++ b/man/mlr_pipeops_smote.Rd @@ -104,6 +104,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_smotenc.Rd b/man/mlr_pipeops_smotenc.Rd index 5a231bb2a..a8afc77ad 100644 --- a/man/mlr_pipeops_smotenc.Rd +++ b/man/mlr_pipeops_smotenc.Rd @@ -116,6 +116,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_spatialsign.Rd b/man/mlr_pipeops_spatialsign.Rd index efad79930..e5f84cc05 100644 --- a/man/mlr_pipeops_spatialsign.Rd +++ b/man/mlr_pipeops_spatialsign.Rd @@ -81,6 +81,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_subsample.Rd b/man/mlr_pipeops_subsample.Rd index 6cd121c46..15a09a8af 100644 --- a/man/mlr_pipeops_subsample.Rd +++ b/man/mlr_pipeops_subsample.Rd @@ -106,6 +106,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_targetinvert.Rd b/man/mlr_pipeops_targetinvert.Rd index 33f65c50c..b12577de6 100644 --- a/man/mlr_pipeops_targetinvert.Rd +++ b/man/mlr_pipeops_targetinvert.Rd @@ -76,6 +76,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_targetmutate.Rd b/man/mlr_pipeops_targetmutate.Rd index b348d1ce3..9dad6c113 100644 --- a/man/mlr_pipeops_targetmutate.Rd +++ b/man/mlr_pipeops_targetmutate.Rd @@ -124,6 +124,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_targettrafoscalerange.Rd b/man/mlr_pipeops_targettrafoscalerange.Rd index 8400551c5..1c46e5209 100644 --- a/man/mlr_pipeops_targettrafoscalerange.Rd +++ b/man/mlr_pipeops_targettrafoscalerange.Rd @@ -95,6 +95,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_textvectorizer.Rd b/man/mlr_pipeops_textvectorizer.Rd index d40503694..d04b91b7d 100644 --- a/man/mlr_pipeops_textvectorizer.Rd +++ b/man/mlr_pipeops_textvectorizer.Rd @@ -200,6 +200,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_threshold.Rd b/man/mlr_pipeops_threshold.Rd index d8aa2fa5c..ff4dd28cf 100644 --- a/man/mlr_pipeops_threshold.Rd +++ b/man/mlr_pipeops_threshold.Rd @@ -89,6 +89,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_tomek.Rd b/man/mlr_pipeops_tomek.Rd index 7a3bee4bd..e6998de47 100644 --- a/man/mlr_pipeops_tomek.Rd +++ b/man/mlr_pipeops_tomek.Rd @@ -95,6 +95,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_tunethreshold.Rd b/man/mlr_pipeops_tunethreshold.Rd index f2707ef05..9f85e100e 100644 --- a/man/mlr_pipeops_tunethreshold.Rd +++ b/man/mlr_pipeops_tunethreshold.Rd @@ -115,6 +115,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_unbranch.Rd b/man/mlr_pipeops_unbranch.Rd index f79719aed..8ef0045f6 100644 --- a/man/mlr_pipeops_unbranch.Rd +++ b/man/mlr_pipeops_unbranch.Rd @@ -88,6 +88,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_updatetarget.Rd b/man/mlr_pipeops_updatetarget.Rd index 263b41ff3..2c9414cea 100644 --- a/man/mlr_pipeops_updatetarget.Rd +++ b/man/mlr_pipeops_updatetarget.Rd @@ -108,6 +108,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_vtreat.Rd b/man/mlr_pipeops_vtreat.Rd index 81514f09d..d6a52cbcd 100644 --- a/man/mlr_pipeops_vtreat.Rd +++ b/man/mlr_pipeops_vtreat.Rd @@ -162,6 +162,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/man/mlr_pipeops_yeojohnson.Rd b/man/mlr_pipeops_yeojohnson.Rd index f1823e343..163647673 100644 --- a/man/mlr_pipeops_yeojohnson.Rd +++ b/man/mlr_pipeops_yeojohnson.Rd @@ -98,6 +98,7 @@ Other PipeOps: \code{\link{PipeOpTaskPreprocSimple}}, \code{\link{mlr_pipeops}}, \code{\link{mlr_pipeops_adas}}, +\code{\link{mlr_pipeops_basissplines}}, \code{\link{mlr_pipeops_blsmote}}, \code{\link{mlr_pipeops_boxcox}}, \code{\link{mlr_pipeops_branch}}, diff --git a/tests/.DS_Store b/tests/.DS_Store new file mode 100644 index 000000000..476f8b981 Binary files /dev/null and b/tests/.DS_Store differ diff --git a/tests/testthat/test_pipeop_basissplines.R b/tests/testthat/test_pipeop_basissplines.R new file mode 100644 index 000000000..70634428b --- /dev/null +++ b/tests/testthat/test_pipeop_basissplines.R @@ -0,0 +1,67 @@ +context("PipeOpBasisSplines") + +test_that("PipeOpBasisSplines - basic properties", { + browser() + task = mlr_tasks$get("mtcars") + expect_datapreproc_pipeop_class(PipeOpBasisSplines, task = task, deterministic_predict = FALSE) +}) + +test_that("Error when trying to pass degree argument while factor = cubic", { + expect_error(po("basissplines", factor = "cubic", degree = 3)) +}) + +test_that("results are identical as when calculating by hand", { + degree = c(1, 2, 3, 4, 5) + df = degree + 3 + task = tsk("iris") + for (j in degree) { + po = po("basissplines", df = df[[j]], degree = degree[[j]]) + result = po$train(list(task))[[1]]$data()[, -1] + result_calc = as.data.table(stats::model.matrix( + Species ~ splines::bs(Petal.Length, df = df[[j]], degree = degree[[j]]) + + splines::bs(Petal.Width, df = df[[j]], degree = degree[[j]]) + + splines::bs(Sepal.Length, df = df[[j]], degree = degree[[j]]) + + splines::bs(Sepal.Width, df = df[[j]], degree = degree[[j]]), + data = iris + )) + data.table::setnames(result, rep("", ncol(result))) + data.table::setnames(result_calc, rep("", ncol(result_calc))) + expect_equal(result, result_calc) + } + for (j in df) { + po = po("basissplines", df = j) + result = po$train(list(task))[[1]]$data()[, -1] + result_calc = as.data.table(stats::model.matrix( + Species ~ splines::bs(Petal.Length, df = j) + + splines::bs(Petal.Width, df = j) + + splines::bs(Sepal.Length, df = j) + + splines::bs(Sepal.Width, df = j), + data = iris + )) + data.table::setnames(result, rep("", ncol(result))) + data.table::setnames(result_calc, rep("", ncol(result_calc))) + expect_equal(result, result_calc) + } +}) + + +test_that("Selector", { + selector = list("Sepal.Length", "Sepal.Width", "Petal.Length", "Petal.Width") + task = tsk("iris") + factor = list("polynomial", "cubic") + for (i in seq_along(factor)) { + for (j in seq_along(selector)) { + po = po("basissplines", affect_columns = selector_grep(selector[[j]])) + single_string = paste0(if (factor[[i]] == "polynomial") "splines::bs(dt[[" else "splines::ns(dt[[", selector, "]]", ")") + result = po$train(list(task))[[1]]$data()[, -1] + result_calc = as.data.table(stats::model.matrix( + as.formula(paste("Species ~ splines::bs(", selector[[j]], ")")), + data = iris + )) + relevant_result = as.data.table(intersect(result_calc, result)) + data.table::setnames(result_calc, rep("", ncol(result_calc))) + data.table::setnames(relevant_result, rep("", ncol(relevant_result))) + expect_equal(result_calc, relevant_result) + } + } +})