数据集名称 | 指标 | S1 | S2 | S3 | S4 | V1 | V2 | V3 | V4 |
Breastcancer | AVG | 0.961 | 0.958 | 0.960 | 0.963 | 0.963 | 0.964 | 0.958 | 0.951 |
STD | 0.008 | 0.010 | 0.012 | 0.014 | 0.012 | 0.015 | 0.009 | 0.010 | |
BreastEW | AVG | 0.938 | 0.942 | 0.946 | 0.932 | 0.937 | 0.933 | 0.938 | 0.936 |
STD | 0.010 | 0.013 | 0.019 | 0.011 | 0.011 | 0.019 | 0.014 | 0.016 | |
HeartEW | AVG | 0.804 | 0.801 | 0.793 | 0.781 | 0.766 | 0.741 | 0.766 | 0.765 |
STD | 0.045 | 0.045 | 0.037 | 0.044 | 0.041 | 0.040 | 0.039 | 0.041 | |
Lymphopgraphy | AVG | 0.788 | 0.799 | 0.791 | 0.824 | 0.753 | 0.802 | 0.786 | 0.753 |
STD | 0.070 | 0.062 | 0.042 | 0.048 | 0.043 | 0.044 | 0.066 | 0.045 | |
SpectEW | AVG | 0.793 | 0.808 | 0.801 | 0.807 | 0.791 | 0.783 | 0.780 | 0.787 |
STD | 0.024 | 0.040 | 0.043 | 0.050 | 0.038 | 0.044 | 0.041 | 0.043 | |
IonosphereEW | AVG | 0.850 | 0.845 | 0.845 | 0.840 | 0.890 | 0.884 | 0.879 | 0.869 |
STD | 0.023 | 0.040 | 0.042 | 0.042 | 0.038 | 0.033 | 0.037 | 0.031 | |
WineEW | AVG | 0.907 | 0.907 | 0.914 | 0.896 | 0.907 | 0.920 | 0.907 | 0.912 |
STD | 0.022 | 0.038 | 0.040 | 0.026 | 0.028 | 0.021 | 0.033 | 0.024 | |
Zoo | AVG | 0.841 | 0.867 | 0.896 | 0.883 | 0.835 | 0.845 | 0.861 | 0.880 |
STD | 0.062 | 0.057 | 0.062 | 0.074 | 0.076 | 0.031 | 0.050 | 0.072 | |
| AVGALL | 0.860 | 0.865 | 0.868 | 0.865 | 0.855 | 0.859 | 0.859 | 0.856 |
STDALL | 0.033 | 0.038 | 0.037 | 0.038 | 0.035 | 0.030 | 0.039 | 0.035 |