Future Route analytics and algorithms

An algorithm is a finite set of well-defined instructions for carrying out a procedure.

Future Route can integrate a wide range of powerful algorithms to automate the analytics process as well as new techniques to generate ideas about data. These might include:

Rule Learners: These derive comprehensible rules describing patterns of behaviour found in example data and rules describing exceptional behaviour in raw data. Powered by Induction Logic Programming, Genetic Algorithms and Information Theory.

Four I Report: Combines the power of the other algorithms to analyse data for quality problems, giving a statistical summary of the degree of the problem.

Statistical Analyser: Real-time exploration of the patterns of statistics found in data. Based on sophisticated discretisation and bit-caching technology, the system provides a unique interactive view of your data.

Association Analyser: Lets the user explore the top level associations that exist between data fields and provides insight into the structure of associations that exist in data.

Discretisation Technology: Splits data fields into a discrete set of ranges based on frequency distributions and correlation patterns, to simplify analysis.

These and other algorithms help Future Route process even large sets of data quickly.