" /> Unsupervised Machine Learning - CISMeF





Preferred Label : Unsupervised Machine Learning;

MeSH definition : A MACHINE LEARNING paradigm used to make predictions about future instances based on a given set of unlabeled paired input-output training (sample) data.;

Définition CISMeF : ML algorithms that only make use of unlabeled data during training. Unsupervised learning seeks to uncover hidden patterns or structures within the data. Source: Adapted from International Medical Device Regulators Forum. (2022). Machine Learning-enabled Medical Devices: Key Terms and Definitions. https://www.imdrf.org/documents/machine-learning-enabled-medical-devices-key-terms-and-definitions;

MeSH synonym : Learning, Unsupervised Machine; Machine Learning, Unsupervised;

CISMeF synonym : unsupervised learning; data clustering; unsupervised training; dataclustering;

Wikipedia link : https://en.wikipedia.org/wiki/Data clustering;

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Keyword's position in hierarchy(ies) : arborescence

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A MACHINE LEARNING paradigm used to make predictions about future instances based on a given set of unlabeled paired input-output training (sample) data.
ML algorithms that only make use of unlabeled data during training. Unsupervised learning seeks to uncover hidden patterns or structures within the data. Source: Adapted from International Medical Device Regulators Forum. (2022). Machine Learning-enabled Medical Devices: Key Terms and Definitions. https://www.imdrf.org/documents/machine-learning-enabled-medical-devices-key-terms-and-definitions

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08/05/2025


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