MIF_E31232435/ml_model/model_testing_results.txt

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HASIL TESTING MODEL - PREDIKSI PERMINTAAN STOK BAHAN KUE
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Total Data: 6742 baris
Training Set: 5393 (80.0%)
Testing Set: 1349 (20.0%)
Features: 10
Target: jumlah_permintaan_bahan
LINEAR REGRESSION - Test Metrics:
R² Score: 0.7813
MAE: 0.63
RMSE: 0.91
RANDOM FOREST - Test Metrics:
R² Score: 0.9964
MAE: 0.03
RMSE: 0.12
REKOMENDASI: Random Forest (Lebih baik)