centralImputation: Fill in NA values with central statistics
In ltorgo/DMwR2: Functions and Data for the Second Edition of "Data Mining with R"
Description
Usage
Arguments
Value
Author(s)
References
See Also
Examples
Description
This function fills in any NA value in all columns of a data frame
with the statistic of centrality (given by the function
centralvalue()) of the respective column.
Usage
1
Arguments
data
The data frame
Value
A new data frame with no NA values
Author(s)
Luis Torgo ltorgo@dcc.fc.up.pt
References
Torgo, L. (2016) Data Mining using R: learning with case studies,
second edition,
Chapman & Hall/CRC (ISBN-13: 978-1482234893).
See Also
knnImputation, centralValue, complete.cases, na.omit
Examples
1
2
3
data(algae,package="DMwR2")
cleanAlgae <- centralImputation(algae)
summary(cleanAlgae)
ltorgo/DMwR2 documentation built on May 21, 2019, 8:41 a.m.
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Description Usage Arguments Value Author(s) References See Also Examples
Description
This function fills in any NA value in all columns of a data frame
with the statistic of centrality (given by the function
centralvalue()) of the respective column.
Usage
1 |
Arguments
data |
The data frame |
Value
A new data frame with no NA values
Author(s)
Luis Torgo ltorgo@dcc.fc.up.pt
References
Torgo, L. (2016) Data Mining using R: learning with case studies, second edition, Chapman & Hall/CRC (ISBN-13: 978-1482234893).
See Also
knnImputation, centralValue, complete.cases, na.omit
Examples
1 2 3 | data(algae,package="DMwR2")
cleanAlgae <- centralImputation(algae)
summary(cleanAlgae)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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