Package: maize 0.0.0.904

maize: Specialty Kernels for SVMs

Bindings for svm kernels via kernlab for use with the 'parsnip' package. Specifically related to specialty kernels for support vector machines not available in parsnip. package includes interface for various kernlab kernels and custom kernels too.

Authors:Frankie T. Hull [aut, cre], Max Kuhn [ctb]

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maize.pdf |maize.html✨
maize/json (API)

# Install 'maize' in R:

install.packages('maize', repos = c('https://frankiethull.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/frankiethull/maize/issues

Datasets:

corn_data - Synthetic Corn Dataset for Corny Example

On CRAN:

4.56 score 8 stars 3 scripts 21 exports 69 dependencies

Last updated 3 months agofrom:3a645b2854. Checks:1 OK, 5 WARNING. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 11 2025
R-4.5-win	WARNING	Feb 11 2025
R-4.5-mac	WARNING	Feb 11 2025
R-4.5-linux	WARNING	Feb 11 2025
R-4.4-win	WARNING	Feb 11 2025
R-4.4-mac	WARNING	Feb 11 2025

Exports:check_args ksvm_stringdot predict_ksvm_stringdot_class predict_ksvm_stringdot_prob step_kha_laplace step_kha_tanh step_kpca_laplace step_kpca_tanh svm_anova_rbf svm_bessel svm_cauchy svm_cossim svm_fourier svm_laplace svm_sorensen svm_spline svm_string svm_tanh svm_tanimoto svm_tstudent svm_wavelet

Dependencies:class cli clock codetools colorspace cpp11 data.table diagram digest dplyr fansi farver future future.apply generics ggplot2 globals glue gower gtable hardhat ipred isoband KernSmooth labeling lattice lava lifecycle listenv lubridate magrittr MASS Matrix mgcv munsell nlme nnet numDeriv parallelly parsnip pillar pkgconfig prettyunits prodlim progressr purrr R6 RColorBrewer Rcpp recipes rlang rpart scales shape sparsevctrs SQUAREM stringi stringr survival tibble tidyr tidyselect timechange timeDate tzdb utf8 vctrs viridisLite withr

two-class-post-processing

Rendered fromtwo-class-post-processing.qmdusingquarto::htmlon Feb 11 2025.

Last update: 2024-12-13
Started: 2024-12-03

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Synthetic Corn Dataset for Corny Example	corn_data
Laplacian function kernel PCA signal extraction via Hebbian Algorithm	step_kha_laplace
tanh function kernel PCA signal extraction via Hebbian Algorithm	step_kha_tanh
Laplacian function kernel PCA signal extraction	step_kpca_laplace
Laplacian function kernel PCA signal extraction	step_kpca_tanh
ANOVA RBF Support Vector Machine	svm_anova_rbf
Bessel Support Vector Machine	svm_bessel
Cauchy Support Vector Machine	svm_cauchy
Cosine Similarity Support Vector Machine	svm_cossim
Fourier Support Vector Machine	svm_fourier
Laplacian Support Vector Machine	svm_laplace
Sorensen Support Vector Machine	svm_sorensen
Spline Support Vector Machine	svm_spline
String Support Vector Machine	svm_string
Hyperbolic Tangent Support Vector Machine	svm_tanh
Tanimoto Support Vector Machine	svm_tanimoto
T-Student Support Vector Machine	svm_tstudent
Wavelet Support Vector Machine	svm_wavelet