shogun-toolbox/shogun — pull request #572 by pluskid (2012-06-07 09:21:01+00:00)
Title: Online factor

Refactored onlinelinearmachine so that we can train it example-by-example instead of only training it in a "batch" mode where a StreamingFeatures is drop in and then the machine is trained.

This is required for conditionalprobabilitytree because it trains each node example by example. And there's two more toy data that is needed for the new libshogun onlineliblinear to run: they are simply converted from the existing train_sparsereal.light and fm_test_sparsereal.dat but in dense format. blackburn: I'll send you through email those two data files, and please help me to add them to the repo. Thanks!