Project 1: Predicting Swiss Electricity Prices
Based on seasonal price data from other countries, the electricity price in Switzerland is predicted. Preprocessing of the data was necessary.
- Seasonal electricity prices data contained missing values. Those values were interpolated using a seasonal nearest-neighbor approach
- Predicted the Swiss electricity prices using kernelized ridge regression
- Optimized ridge parameters doing CV