Up: Component summary Component

FillNA

Fills NA values with linear interpolation or previous value. Head or tail of the column is not extrapolated, it is filled with the nearest value.

Version 0.1
Bundle tools
Categories Preprocessing
Authors Sirkku Karinen (sirkku.karinen@significo.fi)
Issue tracker View/Report issues
Source files component.xml FillNA.r
Usage Example with default values

Inputs

Name Type Mandatory Description
in CSV Mandatory A data set with missing values.

Outputs

Name Type Description
out CSV Filled dataset

Parameters

Name Type Default Description
columns string "*" Columns to be filled.
fillType string "linear" linear or previous.

Test cases

Test case Parameters IN
in
OUT
out
case1 properties in out

columns=C0,C1

case2 properties in out

fillType=previous


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