Výsledky vyhledávání - "Suri, Pranshu"

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STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison

Autor: Urbanowicz, Ryan J., Zhang, Robert, Cui, Yuhan, Suri, Pranshu

Machine learning (ML) offers powerful methods for detecting and modeling associations often in data with large feature spaces and complex associations. Many useful tools/packages (e.g. scikit-learn) have been developed to make the various elements of

Externí odkaz: http://arxiv.org/abs/2206.12002

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A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments

Autor: Urbanowicz, Ryan J., Suri, Pranshu, Cui, Yuhan, Moore, Jason H., Ruth, Karen, Stolzenberg-Solomon, Rachael, Lynch, Shannon M.

Machine learning (ML) offers a collection of powerful approaches for detecting and modeling associations, often applied to data having a large number of features and/or complex associations. Currently, there are many tools to facilitate implementing

Externí odkaz: http://arxiv.org/abs/2008.12829

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