LGB-Stack: Stacked Generalization with LightGBM for Highly Accurate Predictions of Polymer Bandgap

[Image: see text] Recently, the Ramprasad group reported a quantitative structure–property relationship (QSPR) model for predicting the E(gap) values of 4209 polymers, which yielded a test set R(2) score of 0.90 and a test set root-mean-square error (RMSE) score of 0.44 at a train/test split ratio o...

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Detalles Bibliográficos
Autores principales: Goh, Kai Leong, Goto, Atsushi, Lu, Yunpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434625/
https://www.ncbi.nlm.nih.gov/pubmed/36061712
http://dx.doi.org/10.1021/acsomega.2c02554

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434625/
https://www.ncbi.nlm.nih.gov/pubmed/36061712
http://dx.doi.org/10.1021/acsomega.2c02554

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