regression

{
  "id": "MLC-T-CYB-003502",
  "term": "regression",
  "field": "Cybersecurity",
  "definition": "1. A statistical technique used to predict the value of a variable based on the relationship between explanatory variables.\n\n2. A type of supervised machine learning model that is trained on data, including numerical labels (i.e., response variables). Types of regression algorithms include linear regression, polynomial regression, and various non-linear regression methods.",
  "references": [
    "NIST SP 800-55v1",
    "NIST AI 100-2e2025",
    "NIST CSRC Glossary"
  ],
  "url": "https://mlchart.com/terminology/cybersecurity/regression/"
}