calculate_convergence: Calculates convergence based on NMSE

In missForestPredict: Missing Value Imputation using Random Forest for Prediction Settings

Calculates convergence based on NMSE

Description

Calculates convergence based on NMSE. Details on the convergence criterion calculation are provided in the package vignettes.

Usage

calculate_convergence(err, weights)

Arguments

err	dataframe containing OOB or apparent errors for each iteration.
weights	vector of weights in the same format as for the missForest function.

Value

A list with elements

converged	boolean indicating if the algorithm has converged (TRUE) or not (FALSE)
measure_old	the total error of the previous iteration
measure_new	the total error of the last iteration

missForestPredict documentation built on May 29, 2024, 7:26 a.m.