From 98389ef4ccb4f4f00d3a09a21e47358051ed51c1 Mon Sep 17 00:00:00 2001
From: Soham <sohampirale20504@gmail.com>
Date: Sat, 14 Feb 2026 10:46:48 +0530
Subject: [PATCH] Optimize SVR hyperparameters: Reduce C and gamma ranges for
 faster gaze estimation

---
 app/services/config.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/app/services/config.py b/app/services/config.py
index 941c23f..a2c5a7f 100644
--- a/app/services/config.py
+++ b/app/services/config.py
@@ -70,8 +70,8 @@
     },
     "Support Vector Regressor": {
         "param_grid": {
-            "svr__C": [0.1, 1, 10, 100, 1000],
-            "svr__gamma": [0.0001, 0.001, 0.01, 0.1, 1],
+            "svr__C": [1, 10 ],
+            "svr__gamma": [ 0.01, 0.1],
             "svr__kernel": ["linear", "rbf", "poly"],
         }
     },