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Table 8 LASSO Correlation and NRMSE

From: Challenges in proteogenomics: a comparison of analysis methods with the case study of the DREAM proteogenomics sub-challenge

Dataset

Median Correlation

Median NRMSE

Combined

0.256

0.160

Breast

0.262

0.181

Ovarian

0.317

0.197

  1. The NRMSE and correlation results for the LASSO model using the optimal λ value detected by the caret package