Package 'text2sdgData'

Title: Contains the Trained 'text2sdg' Ensemble Model Data
Description: This is a companion package for the 'text2sdg' package. It contains the trained ensemble models needed by the 'detect_sdg' function from the 'text2sdg' package. See Wulff, Meier and Mata (2023) <arXiv:2301.11353> and Meier, Wulff and Mata (2021) <arXiv:2110.05856> for reference.
Authors: Dominik S. Meier [aut, cre]
Maintainer: Dominik S. Meier <[email protected]>
License: GPL (>= 3)
Version: 0.1.1
Built: 2025-02-17 04:14:20 UTC
Source: https://github.com/psychobas/text2sdgdata

Help Index

A list of trained ranger::ranger() random forest models that are used by the text2sdg detect_sdg() function.

Description

Ensemble models based on a random forest architecture that pools the predictions of six labeling systems generated using the detect_sdg_systems() function from the text2sdg package and also considers text length.

Usage

ensembles

Format

An object of class list of length 4.

Source

Wulff, D. U., Meier, D., & Mata, R. (2023). Using novel data and ensemble models to improve automated SDG-labeling. arXiv