The New Era of Business Intelligence [Working Title] 2024
DOI: 10.5772/intechopen.1004861
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AutoML Insights: Gaining Confidence to Operationalize Predictive Models

Florin Stoica,
Laura Florentina Stoica

Abstract: Automated machine learning (AutoML) tools empower organizations to unlock valuable new business insights, integrate advanced AI capabilities into applications, and enable both data scientists and non-technical experts to swiftly build predictive models. Complex models generated by AutoML can appear to operate as “black boxes.” This lack of transparency can be a major disadvantage in relation to compliance with the legislation (e.g., European Union regulations implementing a “right to explanation” of algorithmi… Show more

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