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-4.5)LearnSL_1.0.0.zip(r-4.4)LearnSL_1.0.0.zip(r-4.3)
LearnSL_1.0.0.tgz(r-4.4-any)LearnSL_1.0.0.tgz(r-4.3-any)
LearnSL_1.0.0.tar.gz(r-4.5-noble)LearnSL_1.0.0.tar.gz(r-4.4-noble)
LearnSL_1.0.0.tgz(r-4.4-emscripten)LearnSL_1.0.0.tgz(r-4.3-emscripten)
LearnSL.pdf |LearnSL.html✨
LearnSL/json (API)
NEWS
# 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
- db1rl - Test Database 1
- db2 - Test Database 6
- db3 - Test Database 7
- 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
Last updated 1 years agofrom:afb14b3ee9. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 13 2024 |
R-4.5-win | OK | Nov 13 2024 |
R-4.5-linux | OK | Nov 13 2024 |
R-4.4-win | OK | Nov 13 2024 |
R-4.4-mac | OK | Nov 13 2024 |
R-4.3-win | OK | Nov 13 2024 |
R-4.3-mac | OK | Nov 13 2024 |
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 |