SummarySosDisc-class: Class '"SummarySosDisc"' - summary of '"SosDisc"' objects

In rrcovHD: Robust Multivariate Methods for High Dimensional Data

Class "SummarySosDisc" - summary of "SosDisc" objects

Description

Contains summary information about a SosDisc object representing the results of the robust and sparse multigroup classification by the optimal scoring approach.

Objects from the Class

Objects can be created by calls of the form new("SummarySosDisc", ...), but most often by invoking summary() on an "SosDisc" object. They contain values meant for printing by show().

Slots

obj:

Object of class "SosDisc"

Methods

show

signature(object = "SummarySosDisc"): display the object

Author(s)

Irene Ortner [e-mail] and Valentin Todorov [e-mail]

References

Clemmensen L, Hastie T, Witten D & Ersboll B (2012), Sparse discriminant analysis. Technometrics, 53(4), 406–413.

Ortner I, Filzmoser P & Croux C (2020), Robust and sparse multigroup classification by the optimal scoring approach. Data Mining and Knowledge Discovery 34, 723–741. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s10618-019-00666-8")}.

See Also

SosDisc-class

Examples

showClass("SummarySosDisc")

rrcovHD documentation built on Sept. 12, 2024, 7:11 a.m.