getCutoffAutoKM {Coxmos}

getCutoffAutoKM

Description

Gets the cutoff value from the results of getAutoKM() functions.

Usage

getCutoffAutoKM(result)

Arguments

result

List. Result of getAutoKM() function.

Value

A named numeric vector where each element represents the cutoff value.

Author(s)

Pedro Salguero Garcia. Maintainer: [e-mail]

References

Kaplan EL, Kaplan EL, Meier P (1958). “Nonparametric Estimation from Incomplete Observations.” Journal of the American Statistical Association. doi:10.1007/978-1-4612-4380-9_25, https://link.springer.com/chapter/10.1007/978-1-4612-4380-9_25.

Examples

data("X_proteomic")
data("Y_proteomic")
set.seed(123)
index_train <- caret::createDataPartition(Y_proteomic$event, p = .5, list = FALSE, times = 1)
X_train <- X_proteomic[index_train,1:50]
Y_train <- Y_proteomic[index_train,]
X_test <- X_proteomic[-index_train,1:50]
Y_test <- Y_proteomic[-index_train,]
splsicox.model <- splsicox(X_train, Y_train, n.comp = 2, penalty = 0.5, x.center = TRUE,
x.scale = TRUE)
KMresult = getAutoKM(type = "LP", model = splsicox.model)
getCutoffAutoKM(result = KMresult)