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In the last two decades, mass digitization has dramatically changed the landscape of scholarly research. The ability to ...
Text Analytics at CFPB. Sabo recently used this virtuous combination of text analytics and machine learning to explore patterns in data gathered by the Consumer Financial Protection Bureau (CFPB), ...
In the last two decades, mass digitization has dramatically changed the landscape of scholarly research. The ability to search digital transcriptions of sources for specific keywords saves valuable ...
Abstract. Research Summary:We demonstrate how a novel synthesis of three methods—(a) unsupervised topic modeling of text data to generate new measures of textual variance, (b) sentiment analysis of ...
Shapley additive explanation (SHAP) values represent a unified approach to interpreting predictions made by complex machine learning (ML) models, with superior consistency and accuracy compared with ...