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yaImpute (version 1.0-11)
yaImpute: An R Package for k-NN Imputation
Description
Performs popular nearest neighbor routines for imputation
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Install
install.packages('yaImpute')
Monthly Downloads
4,188
Version
1.0-11
License
GPL (>= 2)
Maintainer
Nicholas Crookston
Last Published
June 16th, 2010
Functions in yaImpute (1.0-11)
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TallyLake
Tally Lake, Flathead National Forest, Montana, USA
plot.compare.yai
Plots a compare.yai object
mostused
Tabulate references most often used in imputation
newtargets
Finds K nearest neighbors for new target observations
yai
Find K nearest neighbors
rmsd.yai
Root Mean Square Difference between observed and imputed
print.yai
Print a summary of a yai object
notablyDistant
Find notably distant targets
whatsMax
Find maximum column for each row
yaiVarImp
Reprots or plots importance scores for method randomForest
foruse
Report a complete imputation
plot.yai
Plot observed verses imputed data
errorStats
Compute error components of k-NN imputations
AsciiGridImpute
Imputes/Predicts data for Ascii Grid maps
compare.yai
Compares different k-NN solutions
ann
Approximate nearest neighbor search routines
unionDataJoin
Combines data from several sources
cor.yai
Correlation between observed and imputed
MoscowMtStJoe
Moscow Mountain and St. Joe Woodlands (Idaho, USA) Tree and LiDAR Data
impute.yai
Impute variables from references to targets
yaiRFsummary
Build Summary Data For Method RandomForest
addXlevels
Adds xlevels to randomForest objects
vars
List variables in a yai object