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