SVM

Overview

svm is a selection algorithm for routes that use an SVM-based selector.

It aligns to config/algorithm/selection/svm.yaml.

Key Advantages

• Exposes classic classifier-based selection in the same algorithm surface.
• Keeps the route config small when the selector logic lives in the model.
• Useful when a lightweight learned classifier is enough.

What Problem Does It Solve?

For some workloads, a classic classifier is simpler to maintain than a larger learned selector or an online exploration policy. svm makes that classifier-backed route choice explicit.

When to Use

• you have an SVM-based selector artifact for the route
• lightweight learned classification is enough for model choice
• you want learned selection without additional orchestration

Configuration

Use this fragment inside routing.decisions[].algorithm:

algorithm:
  type: svm