The GenIQ Model: FAQs

Bruce Ratner, Ph.D.

1. What is the GenIQ Model©?

2. What is Genetic Programming?

3. How many variables and records can GenIQ accommodate?

4. What kind of data preparation, and exploratory analysis data (EDA) are required?

5. What is the output of the GenIQ Model?

6. How does GenIQ handle missing data?

7. How does GenIQ handle multicollinearity?

8. How does GenIQ handle overfitting?

8a. How does GenIQ show validation results based on the hold-out data, selected at the GenIQ setup?

9. How does GenIQ perform variable selection?

9a. How does GenIQ perform “function” selection?

10. How does GenIQ perform data mining?

11. What are the best values for the GenIQ population, breeding, and fitness controls?

12. How does GenIQ export the computer code?

For the anwers, click here.

For more information about this article, call Bruce Ratner at 516.791.3544,
1 800 DM STAT-1, or e-mail at br@dmstat1.com.

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