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15 | 15 | #' ``` |
16 | 16 | #' PipeOpIsomap$new(id = "isomap", ...) |
17 | 17 | #' ``` |
18 | | -#' * `ìd` :: `character(1)`\cr |
| 18 | +#' |
| 19 | +#' * `id` :: `character(1)`\cr |
19 | 20 | #' Identifier of resulting object, default `"isomap"` |
20 | 21 | #' * `param_vals` :: named `list`\cr |
21 | 22 | #' List of hyperparameter settings, overwriting the hyperparameter settings that would otherwise be set during construction. Default `list()`. |
22 | 23 | #' |
23 | 24 | #' @section Input and Output Channels: |
24 | 25 | #' Input and output channels are inherited from [`PipeOpTaskPreproc`]. |
25 | 26 | #' |
26 | | -#' The output is the input [`Task`][mlr3::Task] with the data projected on the lower dimension. |
| 27 | +#' The output is the input [`Task`][mlr3::Task] with the data projected to the lower-dimensional space. |
27 | 28 | #' |
28 | 29 | #' @section State: |
29 | 30 | #' The `$state` is a named `list` with the `$state` elements inherited from [`PipeOpTaskPreproc`], as well as: |
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39 | 40 | #' The number of embedding dimensions. |
40 | 41 | #' Initialized to 2. |
41 | 42 | #' * `get_geod` :: `logical(1)`\cr |
42 | | -#' Determines whether the distance matrix should be kept in the `$state` |
| 43 | +#' Determines whether the distance matrix should be kept in the `$state`. |
43 | 44 | #' Initialized to `FALSE`. |
44 | 45 | #' * `.mute` :: `character`\cr |
45 | | -#' A character vector containing the elements you want to mute during training (c("message", "output")). |
46 | | -#' Initialized to `character(0)`. |
47 | | -#' |
| 46 | +#' A character vector of elements to mute during training (e.g. c("message", "output")). |
| 47 | +#' Default: `character(0)`. |
48 | 48 | #' |
49 | 49 | #' @section Internals: |
50 | | -#' Applies the Isomap Embedding from the `dimRed`-package. |
| 50 | +#' Applies the Isomap embedding from the `dimRed`-package. |
51 | 51 | #' |
52 | 52 | #' @section Fields: |
53 | 53 | #' Only fields inherited from [`PipeOp`]. |
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