Package: gamclass 0.62.6
gamclass: Functions and Data for a Course on Modern Regression and Classification
Functions and data are provided that support a course that emphasizes statistical issues of inference and generalizability. The functions are designed to make it straightforward to illustrate the use of cross-validation, the training/test approach, simulation, and model-based estimates of accuracy. Methods considered are Generalized Additive Modeling, Linear and Quadratic Discriminant Analysis, Tree-based methods, and Random Forests.
Authors:
gamclass_0.62.6.tar.gz
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gamclass.pdf |gamclass.html✨
gamclass/json (API)
NEWS
| # Install 'gamclass' in R: |
| install.packages('gamclass', repos = c('https://jhmaindonald.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jhmaindonald/gamclass/issues
- FARS - US fatal road accident data for automobiles, 1998 to 2010
- airAccs - Aircraft Crash data
- bomregions2018 - Australian and Related Historical Annual Climate Data, by Region
- bronchitis - Chronic bronchitis in a sample of men in Cardiff
- coralPval - P-values from biological expression array data
- cvalues - Historical speed of light measurements
- fars2007 - US Fatal Road Accident Data, 2007 and 2008
- fars2008 - US Fatal Road Accident Data, 2007 and 2008
- frontDeaths - Safety Device effectiveness Measures, by Year
- german - German credit scoring data
- greatLakesM - Monthly Great Lake heights: 1918 - 2019
- loti - Global temperature anomalies
- otherDeaths - Safety Device effectiveness Measures, by Year
- rearDeaths - Safety Device effectiveness Measures, by Year
- relDeaths - Yearly Driver deaths, as Fraction of Deaths for All Years
- sideDeaths - Safety Device effectiveness Measures, by Year
Last updated 1 years agofrom:447cd7bc86. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 14 2024 |
| R-4.5-win | NOTE | Nov 14 2024 |
| R-4.5-linux | NOTE | Nov 14 2024 |
| R-4.4-win | OK | Nov 14 2024 |
| R-4.4-mac | OK | Nov 14 2024 |
| R-4.3-win | OK | Nov 14 2024 |
| R-4.3-mac | OK | Nov 14 2024 |
Exports:addhlinesbootregbssBYcutcompareModelsconfusionCVclusterCVgameventCountsgamRFldaErrplotFarsRFclusterrfErrrpartErrsimregtabFarsDead
Dependencies:deldirinterpjpeglatticelatticeExtraMASSpngrandomForestRColorBrewerRcppRcppEigenrpart
Aircraft Accident Patterns Over Time
Rendered fromairAccs.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-08-20
Started: 2023-08-20
Effectiveness of Airbags -- 1998 to 2010 in the US
Rendered fromAirbagEffectiveness.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-08-20
Started: 2023-08-20
Model Comparison Using Resampling Methods
Rendered fromresampling.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-08-22
Started: 2023-08-20
