From: Structured sparse CCA for brain imaging genetics via graph OSCAR
Methods | Training results | Â | MEAN | Testing results | Â | MEAN | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
L1-SCCA | 0.50 | 0.50 | 0.53 | 0.53 | 0.54 | 0.52 | 0.56 | 0.61 | 0.45 | 0.47 | 0.38 | 0.49 |
FL-SCCA | 0.44 | 0.43 | 0.46 | 0.45 | 0.46 | 0.45 | 0.49 | 0.56 | 0.39 | 0.43 | 0.37 | 0.45 |
KG-SCCA | 0.53 | 0.52 | 0.55 | 0.54 | 0.56 | 0.54 | 0.56 | 0.61 | 0.47 | 0.52 | 0.45 | 0.52 |
GOSC-SCCA | 0.53 | 0.52 | 0.55 | 0.55 | 0.56 | 0.54 | 0.56 | 0.62 | 0.47 | 0.51 | 0.45 | 0.52 |