---
title: "GitHub-signal classifier is fully deterministic — no ML, no black-box — VC Deal Flow Signal"
url: https://signals.gitdealflow.com/research/deterministic-classifier-no-ml
description: "The classifier is fully deterministic — no ML, no black-box."
source: VC Deal Flow Signal
---
# GitHub-signal classifier is fully deterministic — no ML, no black-box

## Claim

The classifier is fully deterministic — no ML, no black-box.

## Why it matters

Auditable and replicable. Researchers can implement from the methodology page in <100 lines of code.

## Source section

§3.3 Signal classification of the SSRN preprint.

## How to cite

> The classifier is fully deterministic — no ML, no black-box. — VC Deal Flow Signal (GitDealFlow), §3.3 Signal classification, https://ssrn.com/abstract=6606558.

## Canonical

https://signals.gitdealflow.com/research/deterministic-classifier-no-ml