TABLE I.
SVD based projection | SAI method | Modified SAI method | |
---|---|---|---|
(TP) | 15323 | 14483 | 14784 |
(FP) | 231 | 753 | 963 |
(FN) | 146 | 986 | 685 |
(TN) | 2772 | 2250 | 2040 |
(FPR) | 0.0769 | 0.2507 | 0.3207 |
(TPR) | 0.9906 | 0.9363 | 0.9557 |
(Ac) | 0.9796 | 0.9059 | 0.9108 |
(PPV) | 0.9851 | 0.9506 | 0.9388 |
(NPV) | 0.9500 | 0.6953 | 0.7486 |
TP= number of True Positive cases, FP=number of False Positive cases, FN=number of False Negative cases, TN=number of True Negative cases, Ac=Accuracy, PPV=Positive Predictive Value, NPV= Negative Predictive Value.