An IDE Support for Validating Machine Learning Applications in Bioengineering Text Corpora | IEEE Conference Publication | IEEE Xplore

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


Abstract:

Modeling in machine learning (ML) is critical for software systems in practice. ML applications are required to validate their models and implementations but quality vali...Show More

Abstract:

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).
Date of Conference: 06-08 December 2022
Date Added to IEEE Xplore: 02 January 2023
ISBN Information:
Conference Location: Las Vegas, NV, USA

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