Package: LearnSL 1.0.0

Víctor Amador Padilla
LearnSL: Learn Supervised Classification Methods Through Examples and Code
Supervised classification methods, which (if asked) can provide step-by-step explanations of the algorithms used, as described in PK Josephine et. al., (2021) <doi:10.59176/kjcs.v1i1.1259>; and datasets to test them on, which highlight the strengths and weaknesses of each technique.
Authors:
LearnSL_1.0.0.tar.gz
LearnSL_1.0.0.zip(r-4.7)LearnSL_1.0.0.zip(r-4.6)LearnSL_1.0.0.zip(r-4.5)
LearnSL_1.0.0.tgz(r-4.6-any)LearnSL_1.0.0.tgz(r-4.5-any)
LearnSL_1.0.0.tar.gz(r-4.7-any)LearnSL_1.0.0.tar.gz(r-4.6-any)
LearnSL_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
LearnSL/json (API)
| # Install 'LearnSL' in R: |
| install.packages('LearnSL', repos = c('https://comiseng.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/comiseng/learnsl/issues
- db_flowers - Test Database 5
- db_per_and - Test Database 2
- db_per_or - Test Database 3
- db_per_xor - Test Database 4
- db_tree_struct - Test Database 8
- db1rl - Test Database 1
- db2 - Test Database 6
- db3 - Test Database 7
Last updated from:afb14b3ee9. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 148 | ||
| source / vignettes | OK | 129 | ||
| linux-release-x86_64 | OK | 108 | ||
| macos-release-arm64 | OK | 131 | ||
| macos-oldrel-arm64 | OK | 128 | ||
| windows-devel | OK | 113 | ||
| windows-release | OK | 65 | ||
| windows-oldrel | OK | 69 | ||
| wasm-release | OK | 89 |
Exports:act_methoddecision_treeknnmultivariate_linear_regressionperceptronpolynomial_regression
Dependencies:cli
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Activation Function | act_method |
| Test Database 5 | db_flowers |
| Test Database 2 | db_per_and |
| Test Database 3 | db_per_or |
| Test Database 4 | db_per_xor |
| Test Database 8 | db_tree_struct |
| Test Database 1 | db1rl |
| Test Database 6 | db2 |
| Test Database 7 | db3 |
| Decision Tree | decision_tree |
| K-Nearest Neighbors | knn |
| Multivariate Linear Regression | multivariate_linear_regression |
| Perceptron | perceptron |
| Multivariate Polynomial Regression | polynomial_regression |
| Print Tree Structure | print.tree_struct |