TABLE II.
SVD based projection | SAI method | Modified SAI method | |
---|---|---|---|
(TP) | 917 | 872 | 872 |
(FP) | 10 | 45 | 45 |
(FN) | 61 | 106 | 106 |
(TN) | 348 | 313 | 313 |
(FPR) | 0.0279 | 0.1257 | 0.1257 |
(TPR) | 0.9376 | 0.8916 | 0.8916 |
(Ac) | 0.9469 | 0.8869 | 0.8869 |
(PPV) | 0.9892 | 0.9509 | 0.9509 |
(NPV) | 0.8509 | 0.7476 | 0.7476 |
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.