Table 3 Simulation study results for the other six models
From: Two-way learning with one-way supervision for gene expression data
|  | G=2,…,10 | G=g known | ||
|---|---|---|---|---|
Model | Average G | Most chosen model | Average ARI | Average ARI |
g known = 2 | Â | Â | Â | Â |
UUU | 2 | UUC | 1.0 (0.0) | NA |
UUC | 2 | UUC | 1.0 (0.003) | NA |
UCU | 2 | UCC | 0.960 (0.028) | NA |
UCC | 2 | UCC | 0.961 (0.025) | NA |
CCU | 2.3 (0.7) | CCU | 0.971 (0.098) | 1.0 (0.0) |
CCC | 2.4 (1.2) | CCU | 0.959 (0.113) | 1.0 (0.0) |
g known = 3 | Â | Â | Â | Â |
UUU | 3 | UUC | 1.0 (0.0) | NA |
UUC | 3 | UUC | 1.0 (0.0) | NA |
UCU | 3 | UCC | 1.0 (0.0) | NA |
UCC | 3 | UCC | 1.0 (0.0) | NA |
CCU | 4.0 (1.3) | CCU | 0.936 (0.095) | 1.0 (0.0) |
CCC | 4.3 (1.4) | CCU | 0.915 (0.107) | 1.0 (0.0) |
g known = 4 | Â | Â | Â | Â |
UUU | 4 | UUC | 1.0 (0.0) | NA |
UUC | 4 | UUC | 1.0 (0.0) | NA |
UCU | 4 | UCC | 1.0 (0.0) | NA |
UCC | 4 | UCC | 1.0 (0.0) | NA |
CCU | 5.1 (1.3) | CCU | 0.958 (0.057) | 1.0 (0.055) |
CCC | 5.1 (1.1) | CCU | 0.960 (0.052) | 1.0 (0.029) |