Intelligent data mining depends on knowing the behavior of the variables that make up each record in the database. That is, the parameters of the variables, summary statistics such as:

  • Min, max, mean, standard deviation, etc.
  • What each variable represents in the real world, which variables are potentially useful dependent variables
  • How variables in the database relate to each other and (especially) to potential dependent variables