IAIBase Documentation

IAIBase provides the core generic functionality for using IAI Software Modules. This documentation includes:

  • a data preparation guide explaining how to format data for use with IAI algorithms, including advice on how to handle non-numeric and missing values
  • an introduction to the core learner interface used by all IAI modules, including a description of parameters and functionality shared by all learners
  • a guide to the grid search interface that conducts parameter tuning and validation automatically
  • a listing of all scoring criteria that can be used for performance evaluation
  • tips and tricks for getting the most out of IAI algorithms
  • information on advanced topics such as parallelization of the IAI algorithms
  • the IAIBase API reference