Benefits of QeS Modeling to Database Mining

• The uni-variate contribution of each database field in predicting a given independent variable are instantly reported.
• 1,000+ Monte Carlo trial models can be run in under 1 hour, many within minutes, to determine the stability of model variables in predicting an independent variable.
• Monte Carlo trials can data reduce thousands of variables to the most significant for final model building or profiling.
• QeS can automatically build the "optimal model" from the data provided without user intervention. This gives a "base model" for comparing to user-interactive, "tuned" QeS models.
• Hypothesis models instantly built on one database segment and validated on any other segment in minutes.
• The value added of a model’s variable(s) can be immediately estimated. A model can be re-modeled in a minute to determine the effect of a variable’s removal on the overall model.
• Substitute model variables can be determined instantly, and the degradation effect on a model immediately reported.
• Automatic data transformations to find the optimal representation for each data field.