2026-10-11T21:45:28Z https://api.figshare.com/v2/oai

oai:figshare.com:article/34026520 2026-09-29T17:32:15Z category_1 category_7 category_15 category_39 category_734 category_931 category_106 portal_5 item_type_3 month_year_09_2026

<p>Retraining sets. The setup is based on the respective time series frequency.</p> Marco Zanotti (25138363) Biophysics Medicine Neuroscience Ecology Biological Sciences not elsewhere classified Information Systems not elsewhere classified Science Policy xlink "> given varying retraining frequencies sustainable artificial intelligence scale retail datasets extremely relevant topic time series forecasting efficient forecasting systems driven ensembles offer achieving competitive accuracy substantial computational cost driven ensembles forecasting models small ensembles computational cost three models strong balance probabilistic settings optimized combinations optimal results often sufficient minimal impact gains come ensemble learning deploying scalable dataset sizes continuous increase broader goals achieve near <p>Retraining sets. The setup is based on the respective time series frequency.</p> 2026-09-29T17:31:59Z Dataset Dataset 10.1371/journal.pone.0336281.t004 https://figshare.com/articles/dataset/_p_Retraining_sets_The_setup_is_based_on_the_respective_time_series_frequency_p_/34026520 CC BY 4.0