The illustration provides a basic understanding of how to choose Oracle machine learning functions. The decision for selecting a function is based on what do you want to do with your data. This cheat sheet can be used as a guide in selecting algorithms based on these functions. Oracle supports the following functions:
  • Regression - Predict numeric values
  • Classification - Predict likely categories
  • Clustering - Discover groups
  • Attribute Importance - Determine importance attributes
  • Feature Extraction - Derive new features
  • Association Rules - Identify frequently occurring pattern and rules
  • Anomaly Detection - Identify unusual data
  • Row Importance - Identify the most influential rows
  • Time Series - Forecast sequential data