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-4.5)SpecDetec_1.0.0.zip(r-4.4)SpecDetec_1.0.0.zip(r-4.3)
SpecDetec_1.0.0.tgz(r-4.4-any)SpecDetec_1.0.0.tgz(r-4.3-any)
SpecDetec_1.0.0.tar.gz(r-4.5-noble)SpecDetec_1.0.0.tar.gz(r-4.4-noble)
SpecDetec_1.0.0.tgz(r-4.4-emscripten)SpecDetec_1.0.0.tgz(r-4.3-emscripten)
SpecDetec.pdf |SpecDetec.html✨
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 6 years agofrom:7e54b581d1. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 17 2024 |
| R-4.5-win | OK | Sep 17 2024 |
| R-4.5-linux | OK | Sep 17 2024 |
| R-4.4-win | OK | Sep 17 2024 |
| R-4.4-mac | OK | Sep 17 2024 |
| R-4.3-win | OK | Sep 17 2024 |
| R-4.3-mac | OK | Sep 17 2024 |
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 |
