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ENTITY Interpretable Machine Learning

Interpretable Machine Learning

PulseAugur coverage of Interpretable Machine Learning — every cluster mentioning Interpretable Machine Learning across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_143753 ·

    Machine learning CKD prediction models suffer from data leakage and unstable predictors

    A systematic review of machine learning models for early chronic kidney disease (CKD) prediction has revealed significant issues with data leakage and predictor stability. The review analyzed nineteen studies, introduci…

  2. TOOL · CL_29404 ·

    BoolXLLM framework uses LLMs to explain Boolean AI models

    Researchers have developed BoolXLLM, a new framework that integrates Large Language Models (LLMs) into the process of learning Boolean rules for interpretable machine learning. This approach assists in selecting relevan…