A support vector machine (SVM) is a software system that can perform binary classification. For example, you can use an SVM to create a model that predicts the sex of a person (male, female) based on ...

With a mean ICER of $278, logistic regression required only 5 features, most of which are routinely available and low cost. Support vector machine, which used 21 features, had the highest ICER ($769).

Chao Chen, Xingyuan Zhang, Research on laser ultrasonic surface defect identification based on a support vector machine, Science Progress (1933-), Vol. 104, No. 4 (2021 ... The experimental results ...