CrossValidateKNN: Cross validation to find the optimal k

In yanwu2014/cellMapper: A simple kNN Classifier for single cell gene expression datasets

Cross validation to find the optimal k

Description

Cross validation to find the optimal k

Usage

CrossValidateKNN(train.knn, k.range, n.folds = 4, seed = NULL,
  n.cores = 4)

Arguments

train.knn	List output of TrainKNN with gene expression matrix, PCs, and reference ident
k.range	Range of k values to test
n.folds	Number of folds to split the data
seed	Random seed for splitting folds
n.cores	Number of multithreading cores

Value

List of k value accuracies and the optimal k

yanwu2014/cellMapper documentation built on Aug. 24, 2023, 2:26 a.m.