KernelKnn: Kernel k Nearest Neighbors

Extends the simple k-nearest neighbors algorithm by incorporating numerous kernel functions and a variety of distance metrics. The package takes advantage of 'RcppArmadillo' to speed up the calculation of distances between observations.

AuthorLampros Mouselimis <mouselimislampros@gmail.com>
Date of publication2016-12-07 15:54:13
MaintainerLampros Mouselimis <mouselimislampros@gmail.com>
LicenseMIT + file LICENSE
Version1.0.3
https://github.com/mlampros/KernelKnn

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Files in this package

KernelKnn
KernelKnn/inst
KernelKnn/inst/doc
KernelKnn/inst/doc/image_classification_using_MNIST_CIFAR_data.Rmd
KernelKnn/inst/doc/binary_classification_using_the_ionosphere_data.html
KernelKnn/inst/doc/regression_using_the_housing_data.Rmd
KernelKnn/inst/doc/binary_classification_using_the_ionosphere_data.R
KernelKnn/inst/doc/image_classification_using_MNIST_CIFAR_data.html
KernelKnn/inst/doc/image_classification_using_MNIST_CIFAR_data.R
KernelKnn/inst/doc/binary_classification_using_the_ionosphere_data.Rmd
KernelKnn/inst/doc/regression_using_the_housing_data.R
KernelKnn/inst/doc/regression_using_the_housing_data.html
KernelKnn/tests
KernelKnn/tests/testthat.R
KernelKnn/tests/testthat
KernelKnn/tests/testthat/test-utils.R
KernelKnn/tests/testthat/test-knn_index_dist.R
KernelKnn/tests/testthat/test-distance_metrics.R
KernelKnn/tests/testthat/test-kernelknn_cross_valid.R
KernelKnn/tests/testthat/test-kernelknn.R
KernelKnn/src
KernelKnn/src/Makevars
KernelKnn/src/distance_metrics.cpp
KernelKnn/src/Makevars.win
KernelKnn/src/RcppExports.cpp
KernelKnn/NAMESPACE
KernelKnn/NEWS.md
KernelKnn/data
KernelKnn/data/ionosphere.rda
KernelKnn/data/Boston.rda
KernelKnn/R
KernelKnn/R/knn_index_dist.R KernelKnn/R/utils.R KernelKnn/R/kernelknn.R KernelKnn/R/RcppExports.R KernelKnn/R/kernelknnCV.R
KernelKnn/vignettes
KernelKnn/vignettes/image_classification_using_MNIST_CIFAR_data.Rmd
KernelKnn/vignettes/regression_using_the_housing_data.Rmd
KernelKnn/vignettes/binary_classification_using_the_ionosphere_data.Rmd
KernelKnn/README.md
KernelKnn/MD5
KernelKnn/build
KernelKnn/build/vignette.rds
KernelKnn/DESCRIPTION
KernelKnn/man
KernelKnn/man/knn.index.dist.Rd KernelKnn/man/func_tbl.Rd KernelKnn/man/func_categorical_preds.Rd KernelKnn/man/func_tbl_dist.Rd KernelKnn/man/class_folds.Rd KernelKnn/man/KernelKnn.Rd KernelKnn/man/ionosphere.Rd KernelKnn/man/regr_folds.Rd KernelKnn/man/func_shuffle.Rd KernelKnn/man/FUNCTION_weights.Rd KernelKnn/man/normalized.Rd KernelKnn/man/Boston.Rd KernelKnn/man/switch.ops.Rd KernelKnn/man/KernelKnnCV.Rd KernelKnn/man/FUN_kernels.Rd
KernelKnn/LICENSE

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All documentation is copyright its authors; we didn't write any of that.