Package: SpecDetec 1.0.0
SpecDetec: Change Points Detection with Spectral Clustering
Calculate change point based on spectral clustering with the option to automatically calculate the number of clusters if this information is not available.
Authors:
SpecDetec_1.0.0.tar.gz
SpecDetec_1.0.0.zip(r-4.7)SpecDetec_1.0.0.zip(r-4.6)SpecDetec_1.0.0.zip(r-4.5)
SpecDetec_1.0.0.tgz(r-4.6-any)SpecDetec_1.0.0.tgz(r-4.5-any)
SpecDetec_1.0.0.tar.gz(r-4.7-any)SpecDetec_1.0.0.tar.gz(r-4.6-any)
SpecDetec_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SpecDetec/json (API)
| # Install 'SpecDetec' in R: |
| install.packages('SpecDetec', repos = c('https://lguzai.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:7e54b581d1. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 97 | ||
| source / vignettes | OK | 156 | ||
| linux-release-x86_64 | OK | 95 | ||
| macos-release-arm64 | OK | 156 | ||
| macos-oldrel-arm64 | OK | 159 | ||
| windows-devel | OK | 110 | ||
| windows-release | OK | 76 | ||
| windows-oldrel | OK | 70 | ||
| wasm-release | OK | 87 |
Exports:Spec
Dependencies:abind
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculate the affinity matrix based on the similarity matrix | calculateAffinityMatrix |
| Estimate the number of possible clusters | clusterEstimatetNumber |
| Converts the time series to position and value matrix | convertToMatrixTimeSeries |
| DEVICE1 | DEVICE1 |
| DEVICE2 | DEVICE2 |
| DEVICE3 | DEVICE3 |
| DEVICE4 | DEVICE4 |
| DEVICE5 | DEVICE5 |
| DEVICE6 | DEVICE6 |
| FTIR1 | FTIR1 |
| FTIR2 | FTIR2 |
| FTIR3 | FTIR3 |
| FTIR4 | FTIR4 |
| FTIR5 | FTIR5 |
| FTIR6 | FTIR6 |
| Calculate Gaussian Kernel | gaussianKernel |
| Calculate the eigenvector of the affinity matrix | generateEigenvectorMatrix |
| Calculate Similarity Matrix | generateSimilarityMatrix |
| Get the Factor of the cluster position in relation to the matrix of eigenvectors | getClusterFact |
| Get the Product of the cluster position in relation to the matrix of eigenvectors | getClusterProd |
| Clustering with the smallest eigenvectors from eigenvector Matrix | getSpectralClusters |
| Calculate change points with spectral cluster | Spec |
