Package installation | Introduction | The optimization tool gurobi | Input format | The convex optimization problem | The full approach | The restricted approach | The minimization term | Estimating the latent signals from multiple ranked lists | Plots
Package: TopKSignal 1.0
TopKSignal: A Convex Optimization Tool for Signal Reconstruction from Multiple Ranked Lists
A mathematical optimization procedure in combination with statistical bootstrap for the estimation of the latent signals (sometimes called scores) informing the global consensus ranking (often named aggregation ranking). To solve mid/large-scale problems, users should install the 'gurobi' optimiser (available from <https://www.gurobi.com/>).
Authors:
TopKSignal_1.0.tar.gz
TopKSignal_1.0.zip(r-4.7-any)TopKSignal_1.0.zip(r-4.6-any)TopKSignal_1.0.zip(r-4.5-any)
TopKSignal_1.0.tgz(r-4.6-any)TopKSignal_1.0.tgz(r-4.5-any)
TopKSignal_1.0.tar.gz(r-4.7-any)TopKSignal_1.0.tar.gz(r-4.6-any)
TopKSignal_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
TopKSignal/json (API)
| # Install 'TopKSignal' in R: |
| install.packages('TopKSignal', repos = c('https://pievos101.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pievos101/topksignal/issues
Datasets:
- estimatedSignal - Object returned by the estimateTheta() function.
convex-optimizationranking-datasignal-estimation
Last updated from:bf0c6d310f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 141 | ||
| source / vignettes | OK | 179 | ||
| linux-release | OK | 138 | ||
| macos-release | OK | 128 | ||
| macos-oldrel | OK | 140 | ||
| windows-devel | OK | 93 | ||
| windows-release | OK | 103 | ||
| windows-oldrel | OK | 114 | ||
| wasm-release | OK | 113 |
Exports:elbowPlotestimateThetagenerate.rank.matrixheatmapPlotviolinPlot
Dependencies:clicodetoolscpp11doParallelfarverforeachggplot2gluegtableisobanditeratorslabelinglatticelifecyclemagrittrMatrixnloptrplyrR6RColorBrewerRcppreshape2rlangS7scalesstringistringrvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| elbowPlot | elbowPlot |
| Object returned by the estimateTheta() function. | estimatedSignal |
| Estimation of the underlying signal. | estimateTheta |
| generate.rank.matrix | generate.rank.matrix |
| Heatmap noise matrix plot | heatmapPlot |
| TopKSignal: A convex optimization tool for signal reconstruction from multiple ranked lists. | TopKSignal |
| violinPlot | violinPlot |