Table 1. Description of Genomic Datasets for NCI-DREAM drug sensitivity challenge. Out of 53 cell lines, 35 cell lines are used for training and 18 for testing the prediction accuracy.
Data Type | Dimension | Missing cell lines | Missing values (Y/N) |
Gene Expression | 46×18632 | 7 | N |
Methylation | 41×27551 | 12 | N |
RNA seq | 44×36953 | 9 | Y |
SNP6 | 47×27234 | 6 | Y |
RPPA | 42×131 | 11 | N |