Search Results for author: Maria Gabriela Valeriano

Found 1 papers, 1 papers with code

PyHard: a novel tool for generating hardness embeddings to support data-centric analysis

1 code implementation29 Sep 2021 Pedro Yuri Arbs Paiva, Kate Smith-Miles, Maria Gabriela Valeriano, Ana Carolina Lorena

We show in a COVID prognosis dataset how this analysis supported the identification of pockets of hard observations that challenge ML models and are therefore worth closer inspection, and the delineation of regions of strengths and weaknesses of ML models.

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