From 78e9a02bf1cd7a6a599a26ad7dbc3c90f79d9f2e Mon Sep 17 00:00:00 2001
From: Cian Hughes <chughes000@gmail.com>
Date: Tue, 18 Jun 2024 14:14:09 +0100
Subject: [PATCH] minor correction to readme.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b331d85..b8c648c 100644
--- a/README.md
+++ b/README.md
@@ -76,7 +76,7 @@ This is a testing sandbox for developing various methods of injecting symbolic k
         ```math
         Loss = ( \alpha * { r }^2 + 1) * SmoothL1Loss
         ```
-        - Final adaptive semantic loss function tested was the following:
+        - Final adaptive semantic loss function tested (called `positive_slope_linear_loss`) was the following:
         ```math
         Loss = ( \alpha * { r }^2 + 1) * ( \frac{ 1 }{ \beta } * log( 1 + exp( \beta * \gamma * -m ) ) + 1 ) * SmoothL1Loss
         ```