GenerateCandidatesTable: 'GenerateCandidatesTable' Asks for a data.table and some...

In cleanerR: How to Handle your Missing Data

Description

GenerateCandidatesTable Asks for a data.table and some parameters and returns all possible combinations of collums for prediction that satisfy a given error in input in a list the first element of the list are the combinations while the second is its measure of error,to get the best parameters call BestVector

Usage

GenerateCandidatesTable(df, goal, maxi, repetitions, trigger = 1)

Arguments

df	A data.table with the missing values you wish to fill
goal	The collum with the missing values you wish to fill
maxi	What will be the length of possible combinations you will test example if 2 they will test up to all possible pairs of collums
repetitions	Measure of error, the bigger the less likely you will get the right prediction
trigger	When you pair all possible combination of tuples a percentage of them will show only once, trigger rejects the set if this percentage is higher than this value

cleanerR documentation built on May 2, 2019, 5:51 a.m.