https://insideainews.com/tag/tabular-data/ Illuminating AI's Frontiers: Your Go-To News Destination. Fri, 23 Jun 2023 19:41:52 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/tabular-data/ 32 32 136462205 https://insideainews.com/2022/07/27/research-highlights-why-do-tree-based-models-still-outperform-deep-learning-on-tabular-data/ https://insideainews.com/2022/07/27/research-highlights-why-do-tree-based-models-still-outperform-deep-learning-on-tabular-data/#respond Wed, 27 Jul 2022 13:00:00 +0000 https://insidebigdata.com/?p=29923 In this regular column we take a look at highlights for breaking research topics of the day in the areas of big data, data science, machine learning, AI and deep learning. For data scientists, it’s important to keep connected with the research arm of the field in order to understand where the technology is headed. Enjoy!]]> https://insideainews.com/2022/07/27/research-highlights-why-do-tree-based-models-still-outperform-deep-learning-on-tabular-data/feed/ 0 29923 https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/ https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/#respond Sat, 09 Apr 2022 13:00:00 +0000 https://insidebigdata.com/?p=28903 In this regular column, we take a look at highlights for important research topics of the day for big data, data science, machine learning, AI and deep learning. It’s important to keep connected with the research arm of the field in order to see where we’re headed. In this edition, we feature a new paper showing that for tabular data, algorithms based on gradient-boosted tree ensembles still outperform the deep learning models. Enjoy!]]> https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/feed/ 0 28903