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financial-calculator-ai-model
Pottersk/financial-calculator-ai-model
financial-calculator-ai-model is a machine learning model from Pottersk. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
AI model for Thai financial debt profile analysis with 100 comprehensive profiles.
Access
Public
Updated Nov 25, 2025
Repo size
3.4 MB
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0
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Repo makeup
Click a slice to open those files.
.pkl3.4 MB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Nov 25, 2025
- Updated
- Nov 25, 2025
- SHA
- 9455765d
Model card
From the Hugging Face model README
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
- กยศ./กู้การศึกษา (0-24): 0.1-2% interest
- สินเชื่อส่วนบุคคล (25-54): 4-15% interest
- บัตรเครดิต (55-74): 15-20% interest
- หนี้ดอกสูงมาก (75-89): 20-28% interest
- 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
- License
- mit
- Created
- Nov 25, 2025
- Updated
- Nov 25, 2025