software . 2021

BioCIE

Moradi, Milad; Samwald, Matthias;
Python
  • Published: 19 Mar 2021
  • Publisher: bio.tools
Abstract
Biomedical Confident Itemsets Explanation (BioCIE) is a tool aiming at post-hoc explanation of black-box machine learning models for biomedical text classification. Using sources of domain knowledge and a confident itemset mining method, BioCIE discretizes the decision space of a black-box into smaller subspaces and extracts semantic relationships between the input text and class labels in different subspaces.
Subjects
ACM Computing Classification System: ComputingMethodologies_PATTERNRECOGNITION
free text keywords: Machine learning, Natural language processing, Medicine
Communities
Digital Humanities and Cultural Heritage
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bio.tools
Software . 2021
Provider: bio.tools
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