MessinaFits-class {messina} | R Documentation

## The MessinaFits class

### Description

A class to store the individual messina or messinaSurv fits to a dataset.

### Slots

`summary`

  a data frame containing summary performance measures for each feature, with features in rows, and columns:

  "passed"

    did this feature pass the user requirements? A boolean.

  "type"

    the type of classifier that was fit

  "threshold"

    the threshold expression value of the classifier

  "posk"

    the direction of the classifier

  "ptrue"

    the fraction of bootstrap replicates in which a classifier was successfully trained.

  "margin"

    the expression margin of the classifier

`objective_surfaces`

  a list of length equal to the number of features. each list entry contains a data frame of the objective function values at each threshold (cutoff) tested. Currently only populated for messinaSurv fits, with columns cutoff, objective.

### Author(s)

Mark Pinese m.pinese@garvan.org.au

### See Also

`messina`

`messinaSurv`

`MessinaResult-class`

`MessinaParameters-class`

[Package messina version 1.28.0 Index]