Kernel-Based Machine Learning Lab

as.kernelMatrix | Assing kernelMatrix class to matrix objects |

couple | Probabilities Coupling function |

csi | Cholesky decomposition with Side Information |

csi-class | Class "csi" |

dots | Kernel Functions |

gausspr | Gaussian processes for regression and classification |

gausspr-class | Class "gausspr" |

inchol | Incomplete Cholesky decomposition |

inchol-class | Class "inchol" |

income | Income Data |

inlearn | Onlearn object initialization |

ipop | Quadratic Programming Solver |

ipop-class | Class "ipop" |

kcca | Kernel Canonical Correlation Analysis |

kcca-class | Class "kcca" |

kernel-class | Class "kernel" "rbfkernel" "polykernel", "tanhkernel",... |

kernelMatrix | Kernel Matrix functions |

kfa | Kernel Feature Analysis |

kfa-class | Class "kfa" |

kha | Kernel Principal Components Analysis |

kha-class | Class "kha" |

kkmeans | Kernel k-means |

kmmd | Kernel Maximum Mean Discrepancy. |

kmmd-class | Class "kqr" |

kpca | Kernel Principal Components Analysis |

kpca-class | Class "kpca" |

kqr | Kernel Quantile Regression. |

kqr-class | Class "kqr" |

ksvm | Support Vector Machines |

ksvm-class | Class "ksvm" |

lssvm | Least Squares Support Vector Machine |

lssvm-class | Class "lssvm" |

musk | Musk data set |

onlearn | Kernel Online Learning algorithms |

onlearn-class | Class "onlearn" |

plot | plot method for support vector object |

prc-class | Class "prc" |

predict.gausspr | predict method for Gaussian Processes object |

predict.kqr | Predict method for kernel Quantile Regression object |

predict.ksvm | predict method for support vector object |

promotergene | E. coli promoter gene sequences (DNA) |

ranking | Ranking |

ranking-class | Class "ranking" |

reuters | Reuters Text Data |

rvm | Relevance Vector Machine |

rvm-class | Class "rvm" |

sigest | Hyperparameter estimation for the Gaussian Radial Basis... |

spam | Spam E-mail Database |

specc | Spectral Clustering |

specc-class | Class "specc" |

spirals | Spirals Dataset |

stringdot | String Kernel Functions |

ticdata | The Insurance Company Data |

vm-class | Class "vm" |

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