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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...
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...
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...
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...
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...
OpenKernel Library OpenKernel is a library for creating, combining and using kernels for machine learning applications. The current focus of library is on rational...
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