The analytic algorithms in the Analytics Library come from the traditional statistics and machine learning disciplines. These algorithms are for the exploratory data analysis (EDA) and model-building phases of the data mining process.
For the model evaluation and deployment phases of the data mining process, the Analytics Library has model scoring and evaluation functions that correspond to the analytic algorithms.