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The kohonen package version 2.0.0 is described in
R. Wehrens and L.M.C. Buydens, J. Stat. Softw. 21(5), 2007
Changes in version 2.0.1:
- fixed a bug in unit.distances: for rectangular maps the toroidal
argument was ignored. Updated the corresponding example as well.
- added an argument 'n.hood' to functions som, xyf, bdk and
supersom, so that the user can decide what distance measure to use
when calculating distances between units. Useful to compare the
results with other som implementations.
- specification of radius as (start, stop), similar to alpha. This
gives better control (suggestion of Hadley Wickham).
- more sanity checking in functions som, xyf, bdk and supersom
(suggestion of Hadley Wickham).
- added the J. Stat. Softw. paper and a CITATION file to the distribution.
Changes in version 2.0.2:
- changed the 'predict.kohonen' function to take account of a change
in the behaviour of 'aggregate' in R version 2.6.0 and later
Changes in version 2.0.3:
- removed a bug in supersom, introduced in 2.0.1 when checking if
the data are numeric.
- added an example for supersom.
- removed a bug in plot.kohcounts, arising when empty units are
present
- updated man files for methods 'plot', 'predict', and 'map'
Changes in version 2.0.4:
- introduction of tricolor function
- prediction of multiple layers
- Y in function xyf now can also be a factor
- any element of the data argument in function supersom can now also
be a factor
- added new prediction examples for som, xyf and supersom
- uniform output of som, xyf and supersom functions
Changes in version 2.0.5:
- Changed title of the "quality" type plotting function to
"Distance" rather than "Similarity"
- Extra parameter "heatkeywidth" (thanks to Henning Rust) for
control over the size of the heatkey. Useful for cases with
multiple plots, and probably elsewhere too.
- Added plotting type "dist.neighbours" which shows Ultsch' U-matrix:
units are coloured according to the sum of the distances to their
immediate neighbours. A high distance can be interpreted as being
on a class boundary.
- Plotting types "quality", "dist.neighbours" and "counts" now
invisibly return what they show.
- Added information on the wine varieties, as well as a reference to
the original publication.
- Cleaned up C-code and man pages to eliminate warnings in the
development version of R 2.9.0
Changes in version 2.0.6:
- Added palette.name as argument to plot.kohcode
- Function-specific default palettes
- Changed contact address to ron.wehrens at iasma.it
- Added visualisation of clustering of units (Leo Lopes)
Changes in version 2.0.8:
- changed contact email address once again to fmach.it
- added name space
- compressed documentation file kohonen-manual.pdf
Changes in version 2.0.9:
- Added useDynLib directive to NAMESPACE for compatibility with
older R versions
Changes in version 2.0.10:
- added xpd = NA to add.cluster.boundaries so that also segments
outside the official plotting area are shown
- added an example for component planes (suggestion by Andreas Henelius)
- fixed a bug concerning maxlegendcols (spotted by Andreas Henelius)
Changes in version 2.0.11:
- parameter contin was effectively not used in functions xyf,
supersom and bdk (spotted by Andrey Ziyatdinov); now corrected
- in supersom the original code to estimate contin was giving
errors; now corrected
- removed a bug in assigning column names to the codebook vectors in
supersom
- added topographic error measures (proposed independently by John
Pearce and Marco Pomati)
Wishlist:
- more flexible definition of distances: should be user-definable
for every data layer.
- identify.kohonen function: should return unit numbers that are
clicked whether or not a colour bar is present.
- support for multi-core training...