From: Aaron A. <aa...@us...> - 2007-05-27 02:38:40
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Update of /cvsroot/jboost/jboost/demo In directory sc8-pr-cvs6.sourceforge.net:/tmp/cvs-serv11561 Added Files: README Removed Files: yababoost.dump Log Message: removed yababoost.dump and added a README file --- yababoost.dump DELETED --- --- NEW FILE: README --- These files are for testing JBoost. Below is a brief description of the datasets. -------------------------- Stem A simple multiclass example demonstrating the types of features that JBoost can handle. ---------------------------- UCI FILES Original files for letter and spambase can be obtained from the UCI Machine Learning repository: http://www.ics.uci.edu/~mlearn/MLSummary.html For documentation, see * http://www.ics.uci.edu/~mlearn/databases/spambase/spambase.DOCUMENTATION * ftp://ftp.ics.uci.edu/pub/machine-learning-databases/spambase/spambase.names * ftp://ftp.ics.uci.edu/pub/machine-learning-databases/letter-recognition/letter-recognition.names --------------------------- Noisy Line The noisy line dataset is an artificial construction to test BrownBoost's resistance to noisy data. The function that generated the training set is: +1 if x < .5 (w/prob 90%) f(x) = -1 if x > .5 (w/prob 90%) The test set is the deterministic version of the function +1 if x < .5 f(x) = -1 if x > .5 |