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GNU/Linux |
Debian 7.5.0(Wheezy) |
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svm-scale(1) |
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svm-scale − scale data to a restricted range as preprocessing for SVM training
svm-scale [ -l lower ] [ -u upper ] [ -y y_upper ] [ -s save_filename ] [ -r restore_filename ] datafilename
svm-scale reads the given datafilename (a training or testing data file as specified in svm_train(1) or svm_predict(1) ) and scales all dimensions to the given ranges.
-l lower
lower is the lowest (minimal) value allowed in each dimension. It defaults to −1.
-u upper
upper is the highest (maximal) value allowed in each dimension. It defaults to 1.
-y y_lower
y_lower is a boolean value (0 or 1) indicating whether or not y-values (targets) should be scaled. It defaults to 0.
-s save_filename
save_filename indicates the filename to save the scaled data to.
-r restore_filename
restore_filename indicates the filename reserved to hold the original (unscaled) data in case there is a need to restore.
datafilename must be a training or testing dataset.
No environment variables.
None documented; see Vapnik et al.
Please report bugs to the Debian BTS.
Chih-Chung Chang, Chih-Jen Lin <cjlin@csie.ntu.edu.tw>, Chen-Tse Tsai <ctse.tsai@gmail.com> (packaging)
svm-train(1), svm-predict(1)
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svm-scale(1) | |