Example: Cancer Classification with Gene Expression Data

Example

This simple network model illustrates how BayesiaLab can quickly learn a Bayesian network classifier from a dataset consisting of 7129 genes from 72 tumor samples.

Cancer Classification with Gene Expression Data

Datasets & Network Files

Golub-Network-Model.xbl

Golub-Dataset.txt

References

• Golub, Todd R., et al. "Molecular classification of cancer: class discovery and class prediction by gene expression monitoring." science 286.5439 (1999): 531-537.