⚡ Daily Household Electricity Consumption Predictor

This application helps Nigerian households estimate their daily electricity consumption based on temperature, day of the week, and major events.

How to Use:

  1. Generate Data & Train Model: Click the button to generate synthetic data and train the model
  2. Make Predictions: Enter your parameters and get consumption estimates
  3. View Model Info: See how the model works and feature importance

Step 1: Generate Synthetic Data and Train Model
100 5000
0.01 0.5
0.5 0.9
0.05 0.3
0.05 0.3

Data information will appear here...

Training metrics will appear here...

Evaluation metrics will appear here...

Note: This application uses synthetic data for demonstration purposes. In a real-world scenario, you would use actual historical consumption data.