RankSummary-class {staRank} | R Documentation

## Class RankSummary

### Description

A class containing different rankings of a dataset further summary information like the stable set sizes, a correlation matrix of the rankings, the name of the base ranking method, the function call and if needed the Pi matrix of the stabilityRanking.

Slots

`baseRank`:

  a numeric vector containing the base ranking

`stabRank`:

  a numeric vector containing the stability ranking

`avrgRank`:

  a numeric vector containing the average ranking

`stableSetSize`:

  the sizes of the stable sets for each cutoff

`rankCor`

  Spearman's rank correlation coefficient for the three rankings

`method`

  the used method

`Pi`:

  a matrix containing

Accessors

- `baseRank`

- `stabRank`

- `avrgRank`

- `stableSetSize`

- `rankCor`

- `method`

- `Pi`

Methods

- `show`

- `summary`

RankSummary objects can be created using the constructor `RankSummary`, however this is most likely not needed.

### Usage

      RankSummary(baseRank = 0, stabRank = 0, avrgRank = 0,
        stableSetSize = 0,
        rankCor = matrix(NA, nrow = 3, ncol = 3), method = "",
        Pi = matrix(NA, nrow = 1, ncol = 1))

### Arguments

`baseRank` | a numeric vector containing the base ranking
`stabRank` | a numeric vector containing the stability ranking
`avrgRank` | a numeric vector containing the average ranking
`stableSetSize` | the sizes of the stable sets for each cutoff
`rankCor` | Spearman's rank correlation coefficient for the three rankings
`method` | the used method
`Pi` | a matrix containing

### Examples

    # overview of RankSummary class
    showClass("RankSummary")
    # generate dataset
    d<-replicate(4,sample(1:10,10,replace=FALSE))
    rownames(d)<-letters[1:10]
    # run default stability ranking
    s<-stabilityRanking(d)
    # using an accessor functions on the RankSummary object
    stabRank(s)
    rankCor(s)
    # create a new empty object of class RankSummary using the constructor
    RankSummary()

[Package staRank version 1.34.0 Index]