For example, for a novel artificial intelligence algorithm, one may have some description of the experimental data and results, in addition to the description of the artificial intelligence algorithm itself. By experimental data and results, I mean a systematic analysis of the results (e.g., reporting some performance metrics on an entire test set) and not just some cherry-picked examples. Is there any point in including the description of the experimental data and results in the patent application?
I see some patents adding the description of the experimental data and results {1}, and some that don't {2}.
References:
- {1} Bui, Trung Huu, Zhe Lin, Hao Tan, Franck Dernoncourt, and Mohit Bansal. "Generating descriptions of image relationships." U.S. Patent 11,195,048, issued December 7, 2021.
- {2} Veyseh, Amir Pouran Ben, and Franck Dernoncourt. "Machine learning based abbreviation expansion." U.S. Patent Application 16/829,881, filed September 30, 2021.