Preferred Label : Unsupervised Machine Learning;
CISMeF synonym : unsupervised learning; data clustering; unsupervised training;
MeSH synonym : Learning, Unsupervised Machine; Machine Learning, Unsupervised;
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 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.;
Wikipedia link : https://en.wikipedia.org/wiki/Unsupervised learning;
Origin ID : 10406;
Currated CISMeF NLP mapping
- EFMI mappings
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
A MACHINE LEARNING paradigm used to make predictions about future instances based
on a given set of unlabeled paired input-output training (sample) data.
