Terminology

• Level of explanation methods:
  • Instance-level: They are designed to extract information about the behaviour of a model related to a specific observation (or instance).
  • Dataset-level: They allow obtaining information about the behaviour of the model for an entire dataset.
• Types of dependent variables
  • Categorical
  • Continuous
    • Numbers with an ordering ( age or number of children )
    • Counts ( number of floors or number of steps )