Preferred Label : Supervised Machine Learning;
CISMeF synonym : supervised training; supervised learning;
MeSH synonym : Learning, Supervised Machine; Machine Learning, Supervised;
Définition CISMeF : ML algorithms where labeled data is provided, and algorithms are trained using the
labeled data. Labeling or annotation is the process of attaching descriptive information
to data. Data itself is unchanged in the annotation process. 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 labeled paired input-output training (sample) data.;
Wikipedia link : https://en.wikipedia.org/wiki/Supervised learning;
Origin ID : 10407;
Currated CISMeF NLP mapping
- EFMI mappings
ML algorithms where labeled data is provided, and algorithms are trained using the
labeled data. Labeling or annotation is the process of attaching descriptive information
to data. Data itself is unchanged in the annotation process. 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 labeled paired input-output training (sample) data.
