An IDE Support for Validating Machine Learning Applications in Bioengineering Text Corpora

BIBM(2022)

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摘要
Modeling in machine learning (ML) is critical for software systems in practice. ML applications are required to validate their models and implementations but quality validation is a challenging and time-consuming process for developers. To address this limitation, we present a novel validation technique for ML applications to help developers or researchers (e.g., bioengineering domain) inspect (1) software code (ML API usages) and (2) ML model (extracted features).
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关键词
bioengineering text corpora,IDE support,machine learning,ML API,ML applications,quality validation,software code,software systems
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