Aug 14, 2019 · Abstract: Medical applications challenge today's text categorization techniques by demanding both high accuracy and ease-of-interpretation.
Sep 12, 2018 · We here introduce, for the first time, a text categorization approach that leverages the recently introduced Tsetlin Machine.
This project contains the source code for a text categorization approach based on the recently introduced Tsetlin Machine.
In this paper, we introduce a text categorization approach that leverages the recently introduced Tsetlin Machine to address this accuracy-interpretability ...
Aug 30, 2019 · In this paper, we introduce a text categorization approach that leverages the recently introduced Tsetlin Machine to address this accuracy- ...
Using relatively simple propositional formulae, the accuracy of the Tsetlin Machine either outperforms or performs approximately on par with the best evaluated ...
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization With Medical Applications. Berge, Geir Thore; Granmo, Ole ...
Sep 12, 2018 · This paper introduces a text categorization approach that leverages the recently introduced Tsetlin Machine to address this ...
Jan 1, 2019 · In this paper, we introduce a text categorization approach that leverages the recently introduced Tsetlin Machine to address this accuracy- ...
Jan 25, 2023 · The experiments show that the Tsetlin machine is capable of producing human-interpretable rules, consistent with the clinical standard and medical knowledge.
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