packages | Simulation of data
Package: SurvivalClusteringTree 1.0
SurvivalClusteringTree: Clustering Analysis Using Survival Tree and Forest Algorithms
An outcome-guided algorithm is developed to identify clusters of samples with similar characteristics and survival rate. The algorithm first builds a random forest and then defines distances between samples based on the fitted random forest. Given the distances, we can apply hierarchical clustering algorithms to define clusters.
Authors:
SurvivalClusteringTree_1.0.tar.gz
SurvivalClusteringTree_1.0.zip(r-4.7)SurvivalClusteringTree_1.0.zip(r-4.6)SurvivalClusteringTree_1.0.zip(r-4.5)
SurvivalClusteringTree_1.0.tgz(r-4.6-x86_64)SurvivalClusteringTree_1.0.tgz(r-4.6-arm64)SurvivalClusteringTree_1.0.tgz(r-4.5-x86_64)SurvivalClusteringTree_1.0.tgz(r-4.5-arm64)
SurvivalClusteringTree_1.0.tar.gz(r-4.7-arm64)SurvivalClusteringTree_1.0.tar.gz(r-4.7-x86_64)SurvivalClusteringTree_1.0.tar.gz(r-4.6-arm64)SurvivalClusteringTree_1.0.tar.gz(r-4.6-x86_64)
SurvivalClusteringTree_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
SurvivalClusteringTree/json (API)
| # Install 'SurvivalClusteringTree' in R: |
| install.packages('SurvivalClusteringTree', repos = c('https://luyouepiusf.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/luyouepiusf/survivalclusteringtree/issues
Last updated from:621fb090ed. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 162 | ||
| linux-devel-x86_64 | OK | 153 | ||
| source / vignettes | OK | 204 | ||
| linux-release-arm64 | OK | 141 | ||
| linux-release-x86_64 | OK | 150 | ||
| macos-release-arm64 | OK | 120 | ||
| macos-release-x86_64 | OK | 298 | ||
| macos-oldrel-arm64 | OK | 117 | ||
| macos-oldrel-x86_64 | OK | 171 | ||
| windows-devel | OK | 171 | ||
| windows-release | OK | 111 | ||
| windows-oldrel | OK | 124 | ||
| wasm-release | OK | 117 |
Exports:plot_survival_treepredict_distance_forestpredict_distance_forest_matrixpredict_distance_treepredict_distance_tree_matrixpredict_weightssurvival_forestsurvival_forest_matrixsurvival_treesurvival_tree_matrix
Dependencies:clicommonmarkcurldplyrformula.toolsgenericsgluegridtextjpeglatticelifecyclelitedownmagrittrmarkdownMatrixoperator.toolspillarpkgconfigpngR6RcppRcppArmadillorlangstringistringrsurvivaltibbletidyselectutf8vctrswithrxfunxml2
