What is the role of slack variables in SVM?

Slack variables allow SVM to tolerate misclassification in soft-margin models.

Slack variables measure how much a data point violates the margin constraints. They allow SVM to balance between maximizing margin and minimizing classification errors through the regularization parameter C.