ensembles {text2sdgData}

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