Dealing with very large datasets using BIRCH


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Documentation for package ‘birch’ version 1.1-3

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birch-package Working with very large data sets using BIRCH.
birch Create a birch object
birchObj A birch object for demonstration purposes
cbind.birch Generic methods for birch objects
covMcd.birch Finding the Minimum Covariance Determinant using BIRCH
covMcdBirch.refinement Finding the Minimum Covariance Determinant using BIRCH
dim.birch Generic methods for birch objects
dist.birch Create a dissimilarity matrix from a birch object
kmeans.birch K-means with BIRCH
length.birch Generic methods for birch objects
lga.birch Finding the Robust/Non-Robust LGA solution using BIRCH
lines.birch Generic methods for birch objects
lts.birch Finding the Least Trimmed Squares (LTS) regression estimate using BIRCH
ltsBirch.refinement Finding the Least Trimmed Squares (LTS) regression estimate using BIRCH
pairs.birch Generic methods for birch objects
plot.birch Generic methods for birch objects
points.birch Generic methods for birch objects
print.birch Generic methods for birch objects
rlga.birch Finding the Robust/Non-Robust LGA solution using BIRCH
summary.birch Generic methods for birch objects
[.birch Generic methods for birch objects