Package: trama.ml Title: Interpretable and Classical Machine Learning for trama Version: 0.5.8 Authors@R: c( person("Pedro", "Mambelli Fernandes", , "pedromambelli@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0009-0001-1695-279X")), person("João Paulo Assis", "Bonifácio", , "jpab.27@hotmail.com", role = "aut", comment = c(ORCID = "0009-0009-2335-8391")) ) Description: Supervised learning nodes for trama workflows, from linear baselines and interpretable CART and FIGS models to random forests, support vector machines and gradient boosted trees. Provides reproducible training and test splits, prediction, evaluation and model inspection. Learning engines are optional and loaded only for the selected model. Neural networks are deliberately outside the scope of this collection. License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) Depends: R (>= 4.1) Imports: trama (>= 0.5.10), trama.data (>= 0.4.0), trama.view, trama.models, tibble, rlang, cli (>= 3.6.0), ggplot2, stats, utils, datasets Suggests: figsr (>= 0.1.1), rpart, ranger, yardstick, PRROC, pROC, e1071, xgboost (>= 3.0.0), testthat (>= 3.0.0), pkgload Config/testthat/edition: 3 Config/trama/requires: trama.data, trama.view, trama.models Remotes: uaipedro/trama, trama.data=github::uaipedro/trama/collections/trama.data, trama.view=github::uaipedro/trama/collections/trama.view, trama.models=github::uaipedro/trama/collections/trama.models Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: cmake libfontconfig1-dev libfreetype6-dev libfribidi-dev make libharfbuzz-dev libicu-dev libjpeg-dev libpng-dev libtiff-dev libuv1-dev libwebp-dev libssl-dev libx11-dev zlib1g-dev Repository: https://uaipedro.r-universe.dev Date/Publication: 2026-10-09 16:23:25 UTC RemoteUrl: https://github.com/uaipedro/trama RemoteRef: HEAD RemoteSha: 1bdeb4f693df836f77e762f2642cc18a3956f8b1 RemoteSubdir: collections/trama.ml NeedsCompilation: no Packaged: 2026-10-10 23:13:42 UTC; root Author: Pedro Mambelli Fernandes [aut, cre] (ORCID: ), João Paulo Assis Bonifácio [aut] (ORCID: ) Maintainer: Pedro Mambelli Fernandes