mse {qvirus}R Documentation

Mean Squared Errors for Interaction Classification

Description

Mean squared errors (MSE) for viral load differences and CD4 count differences by comparing the actual values with the group means from the classification.

Usage

mse(object, ...)

Arguments

object

An object of class InteractionClassification containing the classified data and clustering results.

...

Additional arguments passed to other methods (currently not used).

Value

A list containing the MSE for viral load differences (vlogs_mse) and CD4 count differences (cds_mse).

Examples

data(vl_3)
data(cd_3)
interaction_obj <- create_interactions(cd_3[,-1], vl_3[,-1])
class_obj <- InteractionClassification(interaction_obj$vlogs_diff, interaction_obj$cds_diff)
mse(class_obj)


[Package qvirus version 0.0.3 Index]