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The mean squared errors (MSE) of 10 fold cross validation from Elastic-net of genomics data against clinical stages of CRC
| Genomics | MSE |
|---|---|
| Integrative genomics |
0.78224 |
| Copy Number alone |
0.96308 |
| Mutation alone |
0.97295 |
| Methylation alone |
0.91856 |
| Gene expression alone | 0.79906 |
Integrative analysis - the combined genomic data – showed the least MSE compared to separate genomics analysis. Therefore, the improvement was observed in integration of genomics data.
