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White paper

MyDataModels – ZGP Engine (Transformative Data Pre-Processing)

Table of Contents Introduction and Forward The Purpose of Data Pre-Processing Human Interpretation Algorithmic Imposed Constraints/Limitations Considerations when Employing Transformative Pre-Processing Imparting attributes of sample composition upon individual records Additional considerations Assessment of predictive models based on transformed data Considerations with respect to MyDataModels ZGP engine Introduction and Forward This document will describe a number […]

White paper

MyDataModels – ZGP Engine (Signal Detection Demonstration)

Signal Detection Demonstration This document seeks to demonstrate the signal detection characteristics of the MyDataModels ZGP modeling engine. A synthetic data set was constructed to illustrate the challenges faced by traditional statistical methods when trying to predict phenomena governed by mathematical relationships. Modeling of the synthetic dataset was performed using the MyDataModels ZGP engine and […]