getOptimalKValue: Calculating the optimal value of k. getOptimalKValue

In neobernad/evaluomeR: Evaluation of Bioinformatics Metrics

Calculating the optimal value of k. getOptimalKValue

Description

This method finds the optimal value of K per each metric.

Usage

getOptimalKValue(stabData, qualData, k.range = NULL)

Arguments

stabData	An output ExperimentList from a stabilityRange execution.
qualData	An output SummarizedExperiment from a qualityRange execution.
k.range	A range of K values to limit the scope of the analysis.

Value

It returns a dataframe following the schema: metric, optimal_k.

Examples

# Using example data from our package
data("rnaMetrics")
stabilityData <- stabilityRange(data=rnaMetrics, k.range=c(2,4), bs=20, getImages = FALSE)
qualityData <- qualityRange(data=rnaMetrics, k.range=c(2,4), getImages = FALSE)
kOptTable = getOptimalKValue(stabilityData, qualityData)

neobernad/evaluomeR documentation built on Feb. 28, 2024, 12:37 p.m.