Discipulus™ 5 Genetic Programming Predictive Modelling:

• Discipulus builds robust predictive models using Genetic Programming. Genetic Programming is a form of Genetic Algorithm that evolves both the functional form and optimal parameters of your model.
• Discipulus is 60-200 times faster than comparable learning technologies. Hence, Discipulus has produced best-known Predictive Models in many domains.
• Consistently outperforms neural networks--more robust results than neural networks.

• Data Preprocessing and Preparation:
  • Clean, transform and split your data for Genetic Programming.
  • Find outliers and perform statistical and graphical analysis on your data.
• Ranking Fitness Functions directly evolve solutions for high Area Under the Curve (AUC), Lift, and Minimum cost.
• Evolutionary Logistic Regression produces a true probability as output.