Package: modelimpact 1.0.0

modelimpact: Functions to Assess the Business Impact of Churn Prediction Models
Calculate the financial impact of using a churn model in terms of cost, revenue, profit and return on investment.
Authors:
modelimpact_1.0.0.tar.gz
modelimpact_1.0.0.zip(r-4.7)modelimpact_1.0.0.zip(r-4.6)modelimpact_1.0.0.zip(r-4.5)
modelimpact_1.0.0.tgz(r-4.6-any)modelimpact_1.0.0.tgz(r-4.5-any)
modelimpact_1.0.0.tar.gz(r-4.7-any)modelimpact_1.0.0.tar.gz(r-4.6-any)
modelimpact_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
modelimpact/json (API)
NEWS
| # Install 'modelimpact' in R: |
| install.packages('modelimpact', repos = c('https://peerchristensen.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/peerchristensen/modelimpact/issues
Datasets:
- predictions - Predictions from a customer churn model.
Last updated from:76556aee13. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 104 | ||
| source / vignettes | OK | 152 | ||
| linux-release-x86_64 | NOTE | 121 | ||
| macos-release-arm64 | NOTE | 113 | ||
| macos-oldrel-arm64 | NOTE | 192 | ||
| windows-devel | NOTE | 81 | ||
| windows-release | NOTE | 89 | ||
| windows-oldrel | NOTE | 61 | ||
| wasm-release | OK | 89 |
Exports:cost_revenueprofitprofit_thresholdsroi
Dependencies:clidplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculate cost and revenue | cost_revenue |
| Predictions from a customer churn model. | predictions |
| Calculate profit | profit |
| Find optimal threshold for churn prediction (class) | profit_thresholds |
| Calculate Return on investment (ROI) | roi |
