Chunk #30 — RESULTS AND DISCUSSION — Conclusion

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Classification and selection of biomarkers in genomic data using LASSO.

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In this paper, we have introduced a new approach to the joint problems of classification and variable selection in the analysis of microarray data. These problems have been treated as separate problems in the previous literature. Our approach is combine the two problems by use of the LASSO.