---
title: "Comment by Kartik N V J K on \"Routing AI Requests Without Training Data and Knowing When to Train a Classifier\" | Hashnode"
description: "\"The router's own choice is a prediction, not a label\" is something I learned the hard way, after a small classifier I trained on logged dispatches picked up my"
url: "https://hashnode.com/posts/routing-ai-requests-without-training-data-and-knowing-when-to-train-a-classifier/6ad6ef8f2200e367f74f72af/comment/6ad8a771145ba8dc00152235"
---

[Discussion](https://hashnode.com/posts/routing-ai-requests-without-training-data-and-knowing-when-to-train-a-classifier/6ad6ef8f2200e367f74f72af)

Comment [Routing AI Requests Without Training Data and Knowing When to Train a Classifier](https://hashnode.com/posts/routing-ai-requests-without-training-data-and-knowing-when-to-train-a-classifier/6ad6ef8f2200e367f74f72af)

[Kartik N V J K](https://hashnode.com/@kartik-nvj)

[Oct 21](https://hashnode.com/posts/routing-ai-requests-without-training-data-and-knowing-when-to-train-a-classifier/6ad6ef8f2200e367f74f72af/comment/6ad8a771145ba8dc00152235)

"The router's own choice is a prediction, not a label" is something I learned the hard way, after a small classifier I trained on logged dispatches picked up my router's mistakes with full confidence. How do you set the margin threshold when the validation split only has a handful of compound requests like the sales-are-down one?