subsetCeldaList {celda} | R Documentation

## Subset celda model from SCE object returned from `celdaGridSearch`

### Description

Select a subset of models from a SingleCellExperiment object generated by celdaGridSearch that match the criteria in the argument `params`.

### Usage

    subsetCeldaList(x, params, altExpName = "featureSubset")

    ## S4 method for signature 'SingleCellExperiment'
    subsetCeldaList(x, params, altExpName = "featureSubset")

    ## S4 method for signature 'celdaList'
    subsetCeldaList(x, params)

### Arguments

`x` | Can be one of A SingleCellExperiment object returned from `celdaGridSearch`, `recursiveSplitModule`, or `recursiveSplitCell`. Must contain a list named `"celda_grid_search"` in `metadata(x)`. celdaList object.
`params` | List. List of parameters used to subset the matching celda models in list `"celda_grid_search"` in `metadata(x)`.
`altExpName` | The name for the altExp slot to use. Default "featureSubset".

### Value

One of

- A new SingleCellExperiment object containing all models matching the provided criteria in `params`. If only one celda model result in the `"celda_grid_search"` slot in `metadata(x)` matches the given criteria, a new SingleCellExperiment object with the matching model stored in the metadata `"celda_parameters"` slot will be returned. Otherwise, a new SingleCellExperiment object with the subset models stored in the metadata `"celda_grid_search"` slot will be returned.

- A new `celdaList` object containing all models matching the provided criteria in `params`. If only one item in the `celdaList` matches the given criteria, the matching model will be returned directly instead of a `celdaList` object.

### See Also

celdaGridSearch can run Celda with multiple parameters and chains in parallel. selectBestModel can get the best model for each combination of parameters.

### Examples

    data(sceCeldaCGGridSearch)
    sceK5L10 <- subsetCeldaList(sceCeldaCGGridSearch,
        params = list(K = 5, L = 10))
    data(celdaCGGridSearchRes)
    resK5L10 <- subsetCeldaList(celdaCGGridSearchRes,
        params = list(K = 5, L = 10))

[Package celda version 1.8.1 Index]