Pottersk/financial-calculator-ai-model

Financial Calculator AI Model

AI model for Thai financial debt profile analysis with 100 comprehensive profiles.

Model Details

• Version: 4.0.0
• Accuracy: 89.93%
• Profiles: 100 (across 5 categories)
• Model Type: RandomForest
• File Size: 3.23 MB
• Features: 29 engineered features

Categories

1. กยศ./กู้การศึกษา (0-24): 0.1-2% interest
2. สินเชื่อส่วนบุคคล (25-54): 4-15% interest
3. บัตรเครดิต (55-74): 15-20% interest
4. หนี้ดอกสูงมาก (75-89): 20-28% interest
5. นอกระบบ/วิกฤต (90-99): > 28% interest

Usage

import joblib
from huggingface_hub import hf_hub_download

# Download model
model_path = hf_hub_download(
    repo_id="Pottersk/financial-calculator-ai-model",
    filename="model.pkl"
)

# Load model
model_data = joblib.load(model_path)
print(f"Version: {model_data['version']}")
print(f"Accuracy: {model_data['accuracy']*100:.2f}%")

Training

• Training samples: 100,000 (1,000 per profile)
• Test accuracy: 89.93%
• Model comparison: RandomForest vs XGBoost (RF selected)

License

MIT License