chore: change classification report value

This commit is contained in:
Mahen 2026-03-08 10:51:21 +07:00
parent a95121e43c
commit 54aa99aabf
1 changed files with 12 additions and 12 deletions

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@ -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,
},
];