Preferred Label : Support Vector Machine;
MeSH definition : SUPERVISED MACHINE LEARNING algorithm which learns to assign labels to objects from
a set of training examples. Examples are learning to recognize fraudulent credit card
activity by examining hundreds or thousands of fraudulent and non-fraudulent credit
card activity, or learning to make disease diagnosis or prognosis based on automatic
classification of microarray gene expression profiles drawn from hundreds or thousands
of samples.;
MeSH synonym : vector machine, support; Machine, Support Vector; Support Vector Machines;
CISMeF synonym : Machines, Support Vector; Vector Machines, Support;
CISMeF acronym : SVM;
Wikipedia automatic translation : Support-vector machine;
MeSH Hyperonym : Support Vector Network; Network, Support Vector; Networks, Support Vector; Support Vector Networks; Vector Network, Support; Vector Networks, Support;
Wikipedia link : https://en.wikipedia.org/wiki/Support-vector machine;
Origin ID : D060388;
UMLS CUI : C2699740;
Allowable qualifiers
Currated CISMeF NLP mapping
Record concept(s)
Semantic type(s)
UMLS correspondences (same concept)
SUPERVISED MACHINE LEARNING algorithm which learns to assign labels to objects from
a set of training examples. Examples are learning to recognize fraudulent credit card
activity by examining hundreds or thousands of fraudulent and non-fraudulent credit
card activity, or learning to make disease diagnosis or prognosis based on automatic
classification of microarray gene expression profiles drawn from hundreds or thousands
of samples.