Package: CrossDomainAdjust 0.1.1

Weikaixin Kong
CrossDomainAdjust: Lambda-Controlled Cross-Domain Feature Adjustment
Provides cross-domain feature adjustment methods for biological and other tabular data. Domain labels define group centroids, and singular value decomposition of their offsets from a common anchor estimates a domain-shift subspace. An orthogonal projection removes a user-controlled fraction of each sample's component in that subspace. A correction strength of zero preserves the input; a strength of one removes the entire learned subspace component. Intermediate values provide partial correction. The fitted transformation can be applied to new samples without refitting.
Authors:
CrossDomainAdjust_0.1.1.tar.gz
CrossDomainAdjust_0.1.1.zip(r-4.7-any)CrossDomainAdjust_0.1.1.zip(r-4.6-any)
CrossDomainAdjust_0.1.1.tar.gz(r-4.7-any)CrossDomainAdjust_0.1.1.tar.gz(r-4.6-any)
CrossDomainAdjust_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
CrossDomainAdjust/json (API)
| # Install 'CrossDomainAdjust' in R: |
| install.packages('CrossDomainAdjust', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:f5669fe7fc. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 113 | ||
| source / vignettes | OK | 170 | ||
| linux-release | OK | 105 | ||
| windows-devel | OK | 53 | ||
| windows-release | OK | 68 | ||
| wasm-release | OK | 83 |
Exports:fit_domain_projectorproject_featuresproject_new_sample
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a Cross-Domain Feature Projector | fit_domain_projector |
| Project Features with a Fitted Cross-Domain Projector | project_features |
| Project One New Sample | project_new_sample |