Gas consumption forecast

Attempt to use Machine Learning to predict natural gas consumption for domestic needs like heating and cooking. As a training data I used my historical values.

• Prediction method: Polynomial Regression
• Optimization: Normal Equation

Note

• Written only for educational purposes
• Intentionally written in pure Matlab language, using only elementary arithmetic operations:

Models

Training efficiency

Requirements

• Octave