Example: Unsupervised Learning with Currency Exchange Data

Example

This simple model was generated by using BayesiaLab’s unsupervised learning algorithms. The network shows the high-dimensional relationships between twelve currency pairs:

• EUR/USD
• USD/JPY
• USD/CHF
• GBP/USD
• USD/CAD
• EUR/GBP
• EUR/JPY
• EUR/CHF
• AUD/USD
• GBP/JPY
• CHF/JPY
• GBP/CHF

Dataset & Network

Currency Exchange Model.xbl (opens in a new tab)

Currency Exchange Data (differenced).csv (opens in a new tab)