http://openfst.cs.nyu.edu/twiki/bin/view/Kernel The Kernel web of TWiki. TWiki is a Web-Based Collaboration Platform for the Enterprise. en-us Copyright 2013 by contributing authors TWiki Administrator [openfst@cs.nyu.edu] The contributing authors of TWiki TWiki http://openfst.cs.nyu.edu/twiki/bin/view/Kernel http://openfst.cs.nyu.edu/twiki/pub/TWiki/TWikiLogos/T-logo-140x40-t.gif http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/ExampleDatasets Example Datasets and Results Below are example datasets and results using the OpenKernel library. The results can be obtained by running the cross validation.sh ... (last changed by AfshinRostamizadeh) 2012-07-26T17:25:02Z AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/ReutersSubset Reuters 21578 subset: a dataset example The reuters.subset.tgz archive contains a subset of the om/resources/testcollections/reuters21578/ Reuters 21578 often used ... (last changed by CyrilAllauzen) 2011-11-01T21:11:04Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelDownload OpenKernel Download Latest release download: OpenKernel beta 20111101.tgz OpenFst download (required): ( FST.FstDownload more info) From the release: README ... (last changed by CyrilAllauzen) 2011-11-01T21:05:53Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/ReadMe OpenKernel README OpenKernel Beta release PLATFORMS: This version is known to work under Linux and MacOS X using g . The makefiles are unlikely to work on ... (last changed by CyrilAllauzen) 2011-11-01T21:04:58Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernelsQuickstart Learning Kernels Quickstart Here we give some examples showing how to automatically create custom kernels using data. The kernels are generally created from a combination ... (last changed by AfshinRostamizadeh) 2011-10-19T18:34:14Z AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernelsFeatures Here we list which kernel learning (KL) methods are implemented within each command line binary. The entry {krr,svm,any} indicates whether the algorithm is designed ... (last changed by AfshinRostamizadeh) 2011-10-19T16:38:43Z AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernelsDoc Learning Kernels Documentation Command Line Binaries There are three main command line binaries that can be used for generating a kernel or feature mapping, depending ... (last changed by AfshinRostamizadeh) 2011-10-19T16:25:12Z AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/WebHome OpenKernel Library OpenKernel is a library for creating, combining and using kernels for machine learning applications. The current focus of library is on rational ... (last changed by CyrilAllauzen) 2010-10-01T20:39:38Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/DistCopying OpenFst COPYING Licensed under the Apache License, Version 2.0 (the "License"); you may not use these files except in compliance with the License. You may obtain a ... (last changed by CyrilAllauzen) 2010-04-09T20:22:49Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelQuickTour OpenKernel Quick Tour Under construction . #LibraryUsage Using the library In this quick tour, we will focus on the command line utilities and LIBSVM plugin. ... (last changed by CyrilAllauzen) 2010-04-09T19:53:39Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernels Learning Kernels Get started right away with examples: LearningKernelsQuickstart Full documentation of command line flags: LearningKernelsDoc Table ... (last changed by CyrilAllauzen) 2010-04-09T18:12:02Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelRidgeRegressionDoc Kernel Ridge Regression Documentation The KRR tools are split into two binaries, one for training and one for prediction. The data file consists of either explicit ... (last changed by AfshinRostamizadeh) 2009-09-24T00:27:02Z AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/WebPreferences nop Kernel Web Preferences The following settings are web preferences of the Kernel web. These preferences overwrite the site level preferences in . and ... (last changed by CyrilAllauzen) 2009-09-22T19:19:08Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LibLinear CyrilAllauzen 24 Aug 2009 liblinear 1.33.tar.gz: LIBLINEAR version 1.33 liblinear 1.32.tar.gz: LIBLINEAR version 1.32 (last changed by CyrilAllauzen) 2009-08-26T18:24:37Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelBackground OpenKernel Background Material Kernel methods (such as SVM, perceptron, kernel PCA) are widely used in machine learning. Applying these methods in text and language ... (last changed by CyrilAllauzen) 2009-02-04T23:34:58Z CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/WebTopicCreator (last changed by TWikiContributor) 2006-02-01T12:01:27Z unknown