From 54aa99aabfee213b82dce7ce5ee7d6b463892cde Mon Sep 17 00:00:00 2001
From: Mahen <mahennekkers27@gmail.com>
Date: Sun, 8 Mar 2026 10:51:21 +0700
Subject: [PATCH] chore: change classification report value

---
 prisma/seed.ts | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/prisma/seed.ts b/prisma/seed.ts
index 888495e..5b34308 100644
--- a/prisma/seed.ts
+++ b/prisma/seed.ts
@@ -8,30 +8,30 @@ async function main() {
       modelName: "Model XGBoost (Baseline)",
       description:
         "Model awal menggunakan parameter default XGBoost (learning_rate=0.3, max_depth=6) pada dataset yang tidak seimbang.",
-      accuracy: 0.8,
-      macroF1: 0.56,
-      f1Negative: 0.61,
-      f1Neutral: 0.16,
+      accuracy: 0.71,
+      macroF1: 0.62,
+      f1Negative: 0.67,
+      f1Neutral: 0.34,
       isActive: false,
     },
     {
       modelName: "Model XGBoost (Tuned)",
       description:
         "Model dengan optimasi Hyperparameter menggunakan Grid Search untuk mencari kombinasi learning_rate dan max_depth terbaik.",
-      accuracy: 0.81,
-      macroF1: 0.58,
-      f1Negative: 0.65,
-      f1Neutral: 0.17,
+      accuracy: 0.73,
+      macroF1: 0.66,
+      f1Negative: 0.69,
+      f1Neutral: 0.42,
       isActive: false,
     },
     {
       modelName: "Model XGBoost (Optimized)",
       description:
         "Model final menggunakan teknik SMOTE untuk menyeimbangkan kelas, seleksi fitur Chi-Square, dan optimasi Grid Search.",
-      accuracy: 0.82,
-      macroF1: 0.61,
-      f1Negative: 0.65,
-      f1Neutral: 0.27,
+      accuracy: 0.72,
+      macroF1: 0.66,
+      f1Negative: 0.68,
+      f1Neutral: 0.43,
       isActive: true,
     },
   ];