Benchmark | Metric | RBNRO-DE | BSSA | BABC | BPSO | BBA | BGWO | BWOA |
---|---|---|---|---|---|---|---|---|
BLCA | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
CESC | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
CHOL | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
COAD | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
ESCA | Mean | 0.0113 | 0.0284 | 0.0272 | 0.0299 | 0.0293 | 0.0269 | 0.0297 |
STD | 0.0118 | 0.0046 | 0.0075 | 0.0001 | 0.0002 | 0.0075 | 0.0002 | |
GBM | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
HNSC | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
KICH | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
KIRC | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0038 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
KIRP | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
LIHC | Mean | 0.0026 | 0.0041 | 0.0044 | 0.0045 | 0.0050 | 0.0043 | 0.0044 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0028 | 0.0001 | 0.0002 | |
LUAD | Mean | 0.0103 | 0.0125 | 0.0129 | 0.0131 | 0.0125 | 0.0126 | 0.0129 |
STD | 0.0025 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
LUSC | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
PAAD | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
PCPG | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
READ | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
SARC | Mean | 0.0067 | 0.0178 | 0.0157 | 0.0184 | 0.0226 | 0.0148 | 0.0176 |
STD | 0.0073 | 0.0080 | 0.0088 | 0.0080 | 0.0002 | 0.0090 | 0.0082 | |
SKCM | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
STAD | Mean | 0.0125 | 0.0149 | 0.0153 | 0.0155 | 0.0145 | 0.0150 | 0.0153 |
STD | 0.0031 | 0.0002 | 0.0001 | 0.0001 | 0.0020 | 0.0002 | 0.0002 | |
THCA | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
THYM | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0039 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
UCEC | Mean | 0.0025 | 0.0039 | 0.0043 | 0.0045 | 0.0038 | 0.0040 | 0.0043 |
STD | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | 0.0002 | 0.0002 | |
Ranking | \(\text {W|T|L}\) | \(\mathbf {21|0|1}\) | 0|0|22 | 0|0|22 | 0|0|22 | 0|0|22 | 0|0|22 | 0|0|22 |
Benchmark | Metric | BGOA | BSFO | BHHO | BBSA | BASO | BHGSO |
---|---|---|---|---|---|---|---|
BLCA | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0046 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
CESC | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
CHOL | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
COAD | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
ESCA | Mean | 0.0288 | 0.0258 | 0.0283 | 0.0288 | 0.0298 | 0.0300 |
STD | 0.0045 | 0.0082 | 0.0046 | 0.0044 | 0.0001 | 0.0002 | |
GBM | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0046 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
HNSC | Mean | 0.0043 | 0.0037 | 0.0037 | 0.0042 | 0.0042 | 0.0046 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
KICH | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
KIRC | Mean | 0.0043 | 0.0036 | 0.0038 | 0.0043 | 0.0043 | 0.0046 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0002 | |
KIRP | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
LIHC | Mean | 0.0045 | 0.0037 | 0.0040 | 0.0045 | 0.0045 | 0.0050 |
STD | 0.0001 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0002 | |
LUAD | Mean | 0.0129 | 0.0120 | 0.0123 | 0.0129 | 0.0126 | 0.0133 |
STD | 0.0001 | 0.0014 | 0.0001 | 0.0001 | 0.0015 | 0.0001 | |
LUSC | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
PAAD | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
PCPG | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
READ | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
SARC | Mean | 0.0187 | 0.0057 | 0.0200 | 0.0187 | 0.0200 | 0.0233 |
STD | 0.0077 | 0.0044 | 0.0061 | 0.0077 | 0.0067 | 0.0001 | |
SKCM | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
STAD | Mean | 0.0153 | 0.0143 | 0.0147 | 0.0152 | 0.0153 | 0.0156 |
STD | 0.0001 | 0.0018 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
THCA | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
THYM | Mean | 0.0043 | 0.0036 | 0.0037 | 0.0042 | 0.0042 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | |
UCEC | Mean | 0.0043 | 0.0037 | 0.0038 | 0.0042 | 0.0043 | 0.0047 |
STD | 0.0001 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | 0.0001 | |
Ranking | \(\text {W|T|L}\) | 0|0|22 | 1|0|21 | 0|0|22 | 0|0|22 | 0|0|22 | 0|0|22 |