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Table 6 Advantages of genetic programming.

From: The use of genetic programming in the analysis of quantitative gene expression profiles for identification of nodal status in bladder cancer

Method

Human Readability

Automatic Selection of Variables

Automatic Integration of Data Types

Non-Linear Relationships

Statistical Analysis

Yes

Limited

No

Limited

Cluster Analysis

Yes

No

No

No

Support Vector Machine

No

No

No

Yes

Neural Networks

No

No

No

Yes

Genetic Programming

Yes

Yes

Yes

Yes