From edeadd547aa912094bc45bc2acf8be03b30e6fd4 Mon Sep 17 00:00:00 2001 From: kjannette Date: Sat, 1 Aug 2026 08:11:10 +0000 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 996b763..0a909d3 100644 --- a/README.md +++ b/README.md @@ -16,7 +16,7 @@ At the same time, Voyage AI's voyage-3 model (`backend/services/embedding.servic Once the LLM returns, kongruity scores that grouping (`backend/services/validation.service.js`) using an established silhouette coefficient, with cosine distance rather than Euclidean as the proximity metric. -For each note, it weighs the average distance to the other notes in its own cluster against the average distance to the notes in the nearest neighboring cluster. Averaged across every note, this yields a single cohesion score in the range [−1, 1], displayed at the top of the results. +For each note, it weighs the average distance to the other notes in its own cluster against the average distance to the notes in the nearest neighboring cluster. Averaged across every note, this yields a single numeric cohesion score, displayed at the top of the results, along with plaintext: Strong, Moderate, Weak, Poor. This yields an empirical groundedness evaluation. One model proposes the grouping; an independent model evaluates grouping accuracy.