| separability {TreeDimensionTest} | R Documentation |
Separability of Labeled Data Points
Description
Computes homogeneity of labeled observations with multiple label types.
Usage
separability(x, labels)
Arguments
x |
input data matrix, with rows as observations and columns as features |
labels |
a vector of labels for the observations. A label could be a type of the observation e.g cell type in single-cell data |
Value
A list with the following components:
label_separability A vector of separability scores for each of the label types. A high score denotes high separability
overall_separability Overall average separability score for all the labels
[Package TreeDimensionTest version 0.0.2 Index]