Palm Oil Price Predictor
A machine learning application for predicting palm oil prices based on historical data. Built with Scikit-learn and deployed on Hugging Face Spaces.
Predict Future Prices
Note: Predictions are based on a linear regression model trained from 2023-01-02 onwards.
Model Performance
Metrics:
- MAE: 165.90
- MAPE: 2034172928889298.00%
- RMSE: 3117.96
Status: Model loaded successfully
Historical Data
dates | actual | predicted |
|---|---|---|
2023-01-02 | 0.0000012228101116990007 | 123.11907794851834 |
Update Model
Note: Retraining uses the latest data from palm_oil.xlsx. Changes are temporary until the Space restarts.
Developed by [Ihsan Andrinal]| [https://www.linkedin.com/in/ihsan-andrinal/] Powered by Gradio & Hugging Face Spaces