EvalImp: Evaluate the imputed data sets and select the best data set

In MERO: Performing Monte Carlo Expectation Maximization Random Forest Imputation for Biological Data

Evaluate the imputed data sets and select the best data set

Description

The function is evaluate the imputed data sets based on the mean and standard deviation

Usage

EvalImp(Originaldata, ImputedSets ,Imputed.mean, Imputed.sd)

Arguments

Originaldata	data frame of original data containing the missing values
ImputedSets	list of imputed data frames
Imputed.mean	data frame of the means of the imputed data sets
Imputed.sd	data frame of the standard deviations of the imputed data sets

Value

The best data frame which mean and standard deviation are close to the original data

Author(s)

Mohamed Soudy [e-mail]

MERO documentation built on March 7, 2023, 5:40 p.m.