Training Set Compression by Incremental Clustering

 
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Old 02-23-2011
Training Set Compression by Incremental Clustering

HPL-2011-25 Training Set Compression by Incremental Clustering - Li, Dalong; Simske, Steven
Keyword(s): Clustering, Support vector machine, KNN, Pattern recognition, CONDENSE.
Abstract: Compression of training sets is a technique for reducing training set size without degrading classification accuracy. By reducing the size of a training set, training will be more efficient in addition to saving storage space. In this paper, an incremental clustering algorithm, the Leader algorithm, ...
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lrzip.conf(5)                                                                                                                        lrzip.conf(5)

NAME
lrzip.conf - Configuration File for lrzip DESCRIPTION
This file if used, will be read by the lrzip program, parsed, and options passed to the program. Some options may be overridden on the com- mand line. Others are fixed. The configuration file must be called lrzip.conf. The lrzip program will search for the file automatically in one of three places: $PWD - Current Directory /etc/lrzip $HOME/./lrzip Parameters are set in PARAMETER=VALUE fashion where any line beginning with a # or that is blank will be ignored. Parameter values are not case sensitive. CONFIG FILE EXAMPLE
# This is a comment. # Compression Window size in 100MB. Normally selected by program. # WINDOW = 5 # Compression Level 1-9 (7 Default). # COMPRESSIONLEVEL = 7 # Unlimited Ram Compression # UNLIMITED = YES # Compression Method, rzip, gzip, bzip2, lzo, or lzma (default), zpaq. # COMPRESSIONMETHOD = LZMA # Perform LZO Test. Default = YES (-T option, NO) # LZOTEST = NO # Hash Check on decompression, YES # HASHCHECK = YES # Show HASH value on Compression even if Verbose is off, YES # SHOWHASH = YES # Default output directory # OUTPUTDIRECTORY = location # Verbosity, Yes or Max # VERBOSITY = MAX # Show Progress as file is parsed, YES, NO (yes is default) # SHOWPROGRESS = NO # Set Niceness. 19 is default. -20 to 19 is the allowable range # NICE = 19 # Keep broken or damaged output files, YES # KEEPBROKEN = YES # Delete source file after compression # this parameter and value are case sensitive # value must be YES to activate # DELETEFILES = NO # Replace existing lrzip file when compressing # this parameter and value are case sensitive # value must be YES to activate # REPLACEFILE = NO # Select Temporary Directory when stdin/stdout or Test file is used # TMPDIR = /tmp NOTES
Be careful when using DELETEFILES or REPLACEFILE as no warning will be given and lrzip will simply delete the source or replace the output file! SEE ALSO
lrzip(1) January 2009 lrzip.conf(5)