Table 9.
Image | K | Algorithms |
|||||||
---|---|---|---|---|---|---|---|---|---|
SOA [45] | HHOA [35] | FPA [18] | CS [19] | HS [15] | SCA [22] | BA [23] | COVID-HHOA | ||
Medical1 | 6 | 0.9759 | 0.9796 | 0.9800 | 0.9750 | 0.9750 | 0.9781 | 0.9755 | 0.9801 |
8 | 0.9855 | 0.9841 | 0.9818 | 0.9850 | 0.9842 | 0.9846 | 0.9847 | 0.9864 | |
10 | 0.9896 | 0.9894 | 0.9873 | 0.9872 | 0.9886 | 0.9895 | 0.9893 | 0.9905 | |
12 | 0.9931 | 0.9935 | 0.9909 | 0.9890 | 0.9919 | 0.9913 | 0.9930 | 0.9938 | |
14 | 0.9947 | 0.9946 | 0.9923 | 0.9912 | 0.9931 | 0.9941 | 0.9947 | 0.9956 | |
Medical2 | 6 | 0.9767 | 0.9724 | 0.9751 | 0.9756 | 0.9765 | 0.9747 | 0.9728 | 0.9774 |
8 | 0.9865 | 0.9872 | 0.9832 | 0.9798 | 0.9871 | 0.9868 | 0.9874 | 0.9885 | |
10 | 0.9918 | 0.9912 | 0.9912 | 0.9847 | 0.9908 | 0.9899 | 0.9894 | 0.9929 | |
12 | 0.9944 | 0.9946 | 0.9934 | 0.9854 | 0.9913 | 0.9921 | 0.9950 | 0.9959 | |
14 | 0.9942 | 0.9966 | 0.9959 | 0.9935 | 0.9937 | 0.9942 | 0.9966 | 0.9970 | |
Medical3 | 6 | 0.9863 | 0.9866 | 0.9861 | 0.9866 | 0.9843 | 0.9863 | 0.9861 | 0.9867 |
8 | 0.9922 | 0.9929 | 0.9909 | 0.9948 | 0.9920 | 0.9914 | 0.9923 | 0.9929 | |
10 | 0.9955 | 0.9956 | 0.9912 | 0.9959 | 0.9925 | 0.9945 | 0.9947 | 0.9959 | |
12 | 0.9959 | 0.9969 | 0.9941 | 0.9969 | 0.9935 | 0.9948 | 0.9969 | 0.9972 | |
14 | 0.9964 | 0.9976 | 0.9961 | 0.9974 | 0.9953 | 0.9962 | 0.9974 | 0.9978 | |
Medical4 | 6 | 0.9709 | 0.9691 | 0.9779 | 0.9693 | 0.9755 | 0.9679 | 0.9663 | 0.9719 |
8 | 0.9843 | 0.9821 | 0.9789 | 0.9728 | 0.9824 | 0.9822 | 0.9842 | 0.9855 | |
10 | 0.9877 | 0.9877 | 0.9805 | 0.9845 | 0.9864 | 0.9870 | 0.9856 | 0.9895 | |
12 | 0.9932 | 0.9924 | 0.9858 | 0.9892 | 0.9909 | 0.9913 | 0.9934 | 0.9939 | |
14 | 0.9942 | 0.9942 | 0.9926 | 0.9924 | 0.9916 | 0.9926 | 0.9942 | 0.9950 | |
Medical5 | 6 | 0.9870 | 0.9857 | 0.9840 | 0.9916 | 0.9844 | 0.9843 | 0.9839 | 0.9866 |
8 | 0.9934 | 0.9920 | 0.9907 | 0.9950 | 0.9931 | 0.9925 | 0.9942 | 0.9946 | |
10 | 0.9954 | 0.9954 | 0.9929 | 0.9960 | 0.9953 | 0.9953 | 0.9953 | 0.9964 | |
12 | 0.9962 | 0.9962 | 0.9962 | 0.9969 | 0.9963 | 0.9962 | 0.9970 | 0.9975 | |
14 | 0.9978 | 0.9980 | 0.9962 | 0.9980 | 0.9972 | 0.9972 | 0.9976 | 0.9983 | |
Medical6 | 6 | 0.9871 | 0.9882 | 0.9765 | 0.9913 | 0.9828 | 0.9879 | 0.9850 | 0.9884 |
8 | 0.9916 | 0.9920 | 0.9789 | 0.9920 | 0.9852 | 0.9898 | 0.9911 | 0.9923 | |
10 | 0.9932 | 0.9929 | 0.9893 | 0.9933 | 0.9861 | 0.9911 | 0.9932 | 0.9942 | |
12 | 0.9937 | 0.9946 | 0.9935 | 0.9946 | 0.9922 | 0.9934 | 0.9941 | 0.9950 | |
14 | 0.9945 | 0.9952 | 0.9945 | 0.9950 | 0.9936 | 0.9944 | 0.9947 | 0.9955 |