Table 9.
ID | Algorithm | Threshold level (n) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
2-n | 3-n | 4-n | 5-n | 10-n | 20-n | 40-n | 60-n | 80-n | 100-n | ||
61060 | IWOA | 0.8494 | 0.8722 | 0.9431 | 0.9521 | 0.9861 | 0.9960 | 0.9989 | 0.9994 | 0.9996 | 0.9997 |
IMPA | 0.8494 | 0.8696 | 0.9431 | 0.9549 | 0.9865 | 0.9951 | 0.9981 | 0.9984 | 0.9991 | 0.9993 | |
FFA | 0.8494 | 0.8537 | 0.9425 | 0.9540 | 0.9820 | 0.9918 | 0.9950 | 0.9967 | 0.9976 | 0.9983 | |
SCA | 0.8494 | 0.8523 | 0.9411 | 0.9535 | 0.9836 | 0.9924 | 0.9971 | 0.9985 | 0.9991 | 0.9993 | |
FPA | 0.8494 | 0.8523 | 0.9406 | 0.9526 | 0.9790 | 0.9919 | 0.9967 | 0.9984 | 0.9989 | 0.9993 | |
L-SHADE | 0.8456 | 0.8465 | 0.9292 | 0.9402 | 0.9711 | 0.9893 | 0.9963 | 0.9980 | 0.9987 | 0.9992 | |
SSA | 0.8494 | 0.8535 | 0.9428 | 0.9520 | 0.9796 | 0.9894 | 0.9940 | 0.9962 | 0.9976 | 0.9981 | |
EO | 0.8494 | 0.8722 | 0.9431 | 0.9509 | 0.9832 | 0.9934 | 0.9952 | 0.9969 | 0.9976 | 0.9987 | |
CSA | 0.8494 | 0.8526 | 0.9411 | 0.9544 | 0.9808 | 0.9922 | 0.9969 | 0.9982 | 0.9989 | 0.9991 | |
61060 | IWOA | 0.0823 | 0.7153 | 0.7204 | 0.8283 | 0.9485 | 0.9867 | 0.9965 | 0.9979 | 0.9987 | 0.9991 |
IMPA | 0.0823 | 0.7153 | 0.7204 | 0.8549 | 0.9456 | 0.9880 | 0.9965 | 0.9981 | 0.9987 | 0.9987 | |
FFA | 0.0823 | 0.7154 | 0.7202 | 0.8438 | 0.9513 | 0.9871 | 0.9955 | 0.9967 | 0.9977 | 0.9982 | |
SCA | 0.0801 | 0.7115 | 0.7124 | 0.8440 | 0.9329 | 0.9673 | 0.9899 | 0.9940 | 0.9958 | 0.9975 | |
FPA | 0.0821 | 0.7130 | 0.7145 | 0.8458 | 0.9248 | 0.9652 | 0.9877 | 0.9929 | 0.9964 | 0.9974 | |
L-SHADE | 0.0803 | 0.6889 | 0.7314 | 0.7901 | 0.9152 | 0.9600 | 0.9864 | 0.9944 | 0.9961 | 0.9976 | |
SSA | 0.0823 | 0.7155 | 0.7201 | 0.8543 | 0.9547 | 0.9871 | 0.9953 | 0.9964 | 0.9976 | 0.9982 | |
EO | 0.2041 | 0.7153 | 0.7429 | 0.8593 | 0.9543 | 0.9884 | 0.9960 | 0.9979 | 0.9983 | 0.9988 | |
CSA | 0.0813 | 0.7148 | 0.7144 | 0.8486 | 0.9467 | 0.9755 | 0.9912 | 0.9951 | 0.9972 | 0.9979 | |
181079 | IWOA | 0.6007 | 0.7729 | 0.9136 | 0.9338 | 0.9855 | 0.9962 | 0.9989 | 0.9995 | 0.9997 | 0.9998 |
IMPA | 0.6007 | 0.7729 | 0.9132 | 0.9338 | 0.9855 | 0.9961 | 0.9986 | 0.9992 | 0.9994 | 0.9996 | |
FFA | 0.6007 | 0.7729 | 0.9140 | 0.9338 | 0.9849 | 0.9941 | 0.9967 | 0.9981 | 0.9988 | 0.9992 | |
SCA | 0.6020 | 0.7722 | 0.9128 | 0.9332 | 0.9806 | 0.9926 | 0.9971 | 0.9985 | 0.9992 | 0.9993 | |
FPA | 0.6007 | 0.7720 | 0.9113 | 0.9318 | 0.9777 | 0.9919 | 0.9971 | 0.9984 | 0.9991 | 0.9994 | |
L-SHADE | 0.6141 | 0.7846 | 0.9081 | 0.9226 | 0.9722 | 0.9894 | 0.9969 | 0.9983 | 0.9990 | 0.9994 | |
SSA | 0.6007 | 0.7729 | 0.9147 | 0.9338 | 0.9848 | 0.9933 | 0.9968 | 0.9982 | 0.9986 | 0.9991 | |
EO | 0.6007 | 0.7729 | 0.9137 | 0.9337 | 0.9851 | 0.9955 | 0.9979 | 0.9987 | 0.9989 | 0.9994 | |
CSA | 0.6013 | 0.7738 | 0.9133 | 0.9324 | 0.9805 | 0.9930 | 0.9973 | 0.9987 | 0.9990 | 0.9994 | |
232038 | IWOA | 0.6524 | 0.8012 | 0.9097 | 0.9233 | 0.9769 | 0.9960 | 0.9988 | 0.9995 | 0.9997 | 0.9998 |
IMPA | 0.6524 | 0.8012 | 0.9055 | 0.9335 | 0.9759 | 0.9953 | 0.9985 | 0.9993 | 0.9995 | 0.9997 | |
FFA | 0.6524 | 0.8015 | 0.9104 | 0.9363 | 0.9798 | 0.9948 | 0.9981 | 0.9991 | 0.9995 | 0.9996 | |
SCA | 0.6519 | 0.8025 | 0.9139 | 0.9279 | 0.9741 | 0.9931 | 0.9968 | 0.9988 | 0.9991 | 0.9994 | |
FPA | 0.6524 | 0.8020 | 0.9242 | 0.9298 | 0.9721 | 0.9911 | 0.9972 | 0.9986 | 0.9991 | 0.9994 | |
L-SHADE | 0.6550 | 0.7978 | 0.8787 | 0.9313 | 0.9704 | 0.9889 | 0.9965 | 0.9980 | 0.9990 | 0.9994 | |
SSA | 0.6524 | 0.8019 | 0.9190 | 0.9375 | 0.9784 | 0.9950 | 0.9980 | 0.9991 | 0.9994 | 0.9996 | |
EO | 0.6524 | 0.8012 | 0.9055 | 0.9339 | 0.9802 | 0.9956 | 0.9987 | 0.9993 | 0.9996 | 0.9997 | |
CSA | 0.6523 | 0.8018 | 0.9261 | 0.9325 | 0.9738 | 0.9923 | 0.9976 | 0.9988 | 0.9993 | 0.9995 | |
277095 | IWOA | 0.8066 | 0.8883 | 0.9077 | 0.9422 | 0.9833 | 0.9960 | 0.9988 | 0.9994 | 0.9997 | 0.9998 |
IMPA | 0.8066 | 0.8944 | 0.9077 | 0.9441 | 0.9841 | 0.9960 | 0.9987 | 0.9993 | 0.9995 | 0.9996 | |
FFA | 0.8066 | 0.8931 | 0.9118 | 0.9437 | 0.9844 | 0.9955 | 0.9984 | 0.9988 | 0.9992 | 0.9994 | |
SCA | 0.8070 | 0.8888 | 0.9072 | 0.9387 | 0.9789 | 0.9911 | 0.9968 | 0.9982 | 0.9989 | 0.9993 | |
FPA | 0.8072 | 0.8895 | 0.9104 | 0.9372 | 0.9743 | 0.9880 | 0.9955 | 0.9976 | 0.9986 | 0.9990 | |
L-SHADE | 0.8042 | 0.8754 | 0.9004 | 0.9186 | 0.9560 | 0.9826 | 0.9941 | 0.9969 | 0.9983 | 0.9988 | |
SSA | 0.8066 | 0.8958 | 0.9133 | 0.9423 | 0.9843 | 0.9956 | 0.9982 | 0.9988 | 0.9991 | 0.9995 | |
EO | 0.8066 | 0.8948 | 0.9116 | 0.9411 | 0.9837 | 0.9955 | 0.9985 | 0.9992 | 0.9994 | 0.9996 | |
CSA | 0.8081 | 0.8897 | 0.9120 | 0.9404 | 0.9770 | 0.9900 | 0.9961 | 0.9982 | 0.9988 | 0.9992 |
Bold values indicate the best value