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. Author manuscript; available in PMC: 2017 Mar 8.
Published in final edited form as: Conf Proc IEEE Eng Med Biol Soc. 2015;2015:6514–6518. doi: 10.1109/EMBC.2015.7319885

Table I.

Prediction accuracy for the proposed method in comparison with the benchmark optimization-based sparse regression models

Method Test on Normal Samples Test on Cancer Samples
MSE SER MSE SER
LSE 0.4028 0.1156 0.6102 0.2774
Lasso 0.332 0.0638 0.4867 0.1481
Ridge 0.3987 0.0848 0.5415 0.1997
Elastic-NET (0.5) 0.3469 0.0758 0.493 0.1667
PROPOSED 0.2797 0.0534 0.4688 0.1406