Dataset name | Zero threshold based spectral classifier | MAD threshold based spectral classifier | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
PRE | REC | ACC | AUC | ERR | PRE | REC | ACC | AUC | ERR | |
CM1 | 0.72 | 0.92 | 0.71 | 0.68 | 0.29 | 0.81 | 0.71 | 0.76 | 0.76 | 0.24 |
KC3 | 0.78 | 0.88 | 0.75 | 0.75 | 0.25 | 0.72 | 0.61 | 0.71 | 0.80 | 0.29 |
MC1 | 0.76 | 0.94 | 0.78 | 0.67 | 0.22 | 0.98 | 0.94 | 0.94 | 0.74 | 0.06 |
MC2 | 0.74 | 0.71 | 0.68 | 0.75 | 0.32 | 0.60 | 0.57 | 0.67 | 0.82 | 0.33 |
MW1 | 0.69 | 0.95 | 0.69 | 0.70 | 0.31 | 0.84 | 0.58 | 0.71 | 0.74 | 0.29 |
PC1 | 0.73 | 0.94 | 0.75 | 0.78 | 0.25 | 0.83 | 0.64 | 0.80 | 0.77 | 0.20 |
PC2 | 0.72 | 0.89 | 0.77 | 0.76 | 0.23 | 0.97 | 0.63 | 0.84 | 0.74 | 0.16 |
PC3 | 0.72 | 0.92 | 0.79 | 0.77 | 0.21 | 0.85 | 0.86 | 0.80 | 0.77 | 0.20 |
PC4 | 0.79 | 0.90 | 0.72 | 0.67 | 0.28 | 0.87 | 0.80 | 0.73 | 0.77 | 0.27 |
PC5 | 0.78 | 0.81 | 0.78 | 0.74 | 0.22 | 0.88 | 0.87 | 0.94 | 0.74 | 0.06 |
Average | 0.74 | 0.89 | 0.74 | 0.73 | 0.26 | 0.84 | 0.72 | 0.79 | 0.77 | 0.21 |