Package: HTT 0.1.2
HTT: Hypothesis Testing Tree
A novel decision tree algorithm in the hypothesis testing framework. The algorithm examines the distribution difference between two child nodes over all possible binary partitions. The test statistic of the hypothesis testing is equivalent to the generalized energy distance, which enables the algorithm to be more powerful in detecting the complex structure, not only the mean difference. It is applicable for numeric, nominal, ordinal explanatory variables and the response in general metric space of strong negative type. The algorithm has superior performance compared to other tree models in type I error, power, prediction accuracy, and complexity.
Authors:
HTT_0.1.2.tar.gz
HTT_0.1.2.zip(r-4.5)HTT_0.1.2.zip(r-4.4)HTT_0.1.2.zip(r-4.3)
HTT_0.1.2.tgz(r-4.4-x86_64)HTT_0.1.2.tgz(r-4.4-arm64)HTT_0.1.2.tgz(r-4.3-x86_64)HTT_0.1.2.tgz(r-4.3-arm64)
HTT_0.1.2.tar.gz(r-4.5-noble)HTT_0.1.2.tar.gz(r-4.4-noble)
HTT_0.1.2.tgz(r-4.4-emscripten)HTT_0.1.2.tgz(r-4.3-emscripten)
HTT.pdf |HTT.html✨
HTT/json (API)
NEWS
# Install 'HTT' in R: |
install.packages('HTT', repos = c('https://jiaqihu2021.r-universe.dev', 'https://cloud.r-project.org')) |
- ENB - Energy efficiency dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:66eabc2fc1. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 09 2024 |
R-4.5-win-x86_64 | OK | Oct 09 2024 |
R-4.5-linux-x86_64 | OK | Oct 09 2024 |
R-4.4-win-x86_64 | OK | Oct 09 2024 |
R-4.4-mac-x86_64 | OK | Oct 09 2024 |
R-4.4-mac-aarch64 | OK | Oct 09 2024 |
R-4.3-win-x86_64 | OK | Oct 09 2024 |
R-4.3-mac-x86_64 | OK | Oct 09 2024 |
R-4.3-mac-aarch64 | OK | Oct 09 2024 |
Exports:HTThtt_controlprintsplit
Dependencies:cachemclicolorspacecpp11dplyrfansifarverfastmapgenericsggforceggplot2ggraphggrepelgluegraphlayoutsgridExtragtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmunsellnlmepillarpkgconfigpolyclippurrrR6RColorBrewerRcppRcppArmadilloRcppEigenrlangscalesstringistringrsystemfontstibbletidygraphtidyrtidyselecttweenrutf8vctrsviridisviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Energy efficiency dataset | ENB |
Control for Hypothesis Testing Tree | htt_control |
Hypothesis Testing Tree Object | htt.object |
Hypothesis Testing Tree | HTT |
Plot an htt Object | plot.htt |
Predictions from a Fitted htt Object | predict.htt |
Print a Fitted htt Object | print.htt |
Displays split table for Fitted htt Object | printsplit |